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@inproceedings{DBLP:conf/aisec-ws/Annamalai24,
author = {Meenatchi Sundaram Muthu Selva Annamalai},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {It's Our Loss: No Privacy Amplification for Hidden State {DP-SGD}
With Non-Convex Loss},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {24--30},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694767},
doi = {10.1145/3689932.3694767},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/Annamalai24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/ApruzzeseFP24,
author = {Giovanni Apruzzese and
Aurore Fass and
Fabio Pierazzi},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {When Adversarial Perturbations meet Concept Drift: An Exploratory
Analysis on {ML-NIDS}},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {149--160},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694757},
doi = {10.1145/3689932.3694757},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/ApruzzeseFP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/ArefinS24,
author = {Sayed Erfan Arefin and
Abdul Serwadda},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {Music to My Ears: Turning {GPU} Sounds into Intellectual Property
Gold},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {196--207},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694771},
doi = {10.1145/3689932.3694771},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/ArefinS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/BungartzB0O24,
author = {Christian Bungartz and
Felix Boes and
Michael Meier and
Marc Ohm},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {Towards Robust, Explainable, and Privacy-Friendly Sybil Detection},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {161--172},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694759},
doi = {10.1145/3689932.3694759},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/BungartzB0O24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/CastagnaroCP24,
author = {Alberto Castagnaro and
Mauro Conti and
Luca Pajola},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {Offensive {AI:} Enhancing Directory Brute-forcing Attack with the
Use of Language Models},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {184--195},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694770},
doi = {10.1145/3689932.3694770},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/CastagnaroCP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/DorM24,
author = {Maor Biton Dor and
Yisroel Mirsky},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {Efficient Model Extraction via Boundary Sampling},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {1--11},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694756},
doi = {10.1145/3689932.3694756},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/DorM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/GatS24,
author = {Nadav Gat and
Mahmood Sharif},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {Harmful Bias: {A} General Label-Leakage Attack on Federated Learning
from Bias Gradients},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {31--41},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694768},
doi = {10.1145/3689932.3694768},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/GatS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/JinOR24,
author = {Jiankai Jin and
Olga Ohrimenko and
Benjamin I. P. Rubinstein},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {Getting a-Round Guarantees: Floating-Point Attacks on Certified Robustness},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {53--64},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694761},
doi = {10.1145/3689932.3694761},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/JinOR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/KumarHMO24,
author = {Shashwat Kumar and
Francis Hahn and
Stuart Millar and
Xinming Ou},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {Using {LLM} Embeddings with Similarity Search for Botnet {TLS} Certificate
Detection},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {173--183},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694766},
doi = {10.1145/3689932.3694766},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/KumarHMO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/ParkKOP024,
author = {Leo Hyun Park and
Jaeuk Kim and
Myung Gyo Oh and
Jaewoo Park and
Taekyoung Kwon},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {Adversarial Feature Alignment: Balancing Robustness and Accuracy in
Deep Learning via Adversarial Training},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {101--112},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694765},
doi = {10.1145/3689932.3694765},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/ParkKOP024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/PasquiniST24,
author = {Dario Pasquini and
Martin Strohmeier and
Carmela Troncoso},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {Neural Exec: Learning (and Learning from) Execution Triggers for Prompt
Injection Attacks},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {89--100},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694764},
doi = {10.1145/3689932.3694764},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/PasquiniST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/RoaMSBS24,
author = {Camila Roa and
Maria Mahbub and
Sudarshan Srinivasan and
Edmon Begoli and
Amir Sadovnik},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {Semantic Stealth: Crafting Covert Adversarial Patches for Sentiment
Classifiers Using Large Language Models},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {42--52},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694758},
doi = {10.1145/3689932.3694758},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/RoaMSBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/SchoofKCP24,
author = {Coen Schoof and
Stefanos Koffas and
Mauro Conti and
Stjepan Picek},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {EmoBack: Backdoor Attacks Against Speaker Identification Using Emotional
Prosody},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {137--148},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694773},
doi = {10.1145/3689932.3694773},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/SchoofKCP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/SwopeKDRR24,
author = {Ryan Swope and
Amol Khanna and
Philip Doldo and
Saptarshi Roy and
Edward Raff},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {Feature Selection from Differentially Private Correlations},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {12--23},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694760},
doi = {10.1145/3689932.3694760},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/SwopeKDRR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/TajalliKAP24,
author = {Behrad Tajalli and
Stefanos Koffas and
Gorka Abad and
Stjepan Picek},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {ELMs Under Siege: {A} Study on Backdoor Attacks on Extreme Learning
Machines},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {125--136},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694772},
doi = {10.1145/3689932.3694772},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/TajalliKAP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/YunWRS24,
author = {Zebin Yun and
Achi{-}Or Weingarten and
Eyal Ronen and
Mahmood Sharif},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {The Ultimate Combo: Boosting Adversarial Example Transferability by
Composing Data Augmentations},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {113--124},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694769},
doi = {10.1145/3689932.3694769},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/YunWRS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/ZhaoW24,
author = {Qi Zhao and
Christian Wressnegger},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {Adversarially Robust Anti-Backdoor Learning},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {77--88},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694763},
doi = {10.1145/3689932.3694763},
timestamp = {Sat, 30 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/ZhaoW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aisec-ws/ZhuMWSJCY24,
author = {Yuxuan Zhu and
Michael Mandulak and
Kerui Wu and
George M. Slota and
Yuseok Jeon and
Ka{-}Ho Chow and
Lei Yu},
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {On the Robustness of Graph Reduction Against {GNN} Backdoor},
booktitle = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
pages = {65--76},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932.3694762},
doi = {10.1145/3689932.3694762},
timestamp = {Mon, 02 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/ZhuMWSJCY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aisec-ws/2024,
editor = {Maura Pintor and
Xinyun Chen and
Matthew Jagielski},
title = {Proceedings of the 2024 Workshop on Artificial Intelligence and Security,
AISec 2024, Salt Lake City, UT, USA, October 14-18, 2024},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3689932},
doi = {10.1145/3689932},
isbn = {979-8-4007-1228-9},
timestamp = {Mon, 25 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aisec-ws/2024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/0002KF23,
author = {Tobias Lorenz and
Marta Kwiatkowska and
Mario Fritz},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Certifiers Make Neural Networks Vulnerable to Availability Attacks},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {67--78},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623917},
doi = {10.1145/3605764.3623917},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/0002KF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AbdelnabiGMEHF23,
author = {Sahar Abdelnabi and
Kai Greshake and
Shailesh Mishra and
Christoph Endres and
Thorsten Holz and
Mario Fritz},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Not What You've Signed Up For: Compromising Real-World LLM-Integrated
Applications with Indirect Prompt Injection},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {79--90},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623985},
doi = {10.1145/3605764.3623985},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/AbdelnabiGMEHF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BatesMH23,
author = {Elizabeth Bates and
Vasilios Mavroudis and
Chris Hicks},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Reward Shaping for Happier Autonomous Cyber Security Agents},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {221--232},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623916},
doi = {10.1145/3605764.3623916},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/BatesMH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BitonMLKBSPEN23,
author = {Dudi Biton and
Aditi Misra and
Efrat Levy and
Jaidip Kotak and
Ron Bitton and
Roei Schuster and
Nicolas Papernot and
Yuval Elovici and
Ben Nassi},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {The Adversarial Implications of Variable-Time Inference},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {103--114},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623912},
doi = {10.1145/3605764.3623912},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/BitonMLKBSPEN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ChobolaUK23,
author = {Tom{\'{a}}s Chobola and
Dmitrii Usynin and
Georgios Kaissis},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Membership Inference Attacks Against Semantic Segmentation Models},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {43--53},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623906},
doi = {10.1145/3605764.3623906},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ChobolaUK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ChowKLCAP23,
author = {Theo Chow and
Zeliang Kan and
Lorenz Linhardt and
Lorenzo Cavallaro and
Daniel Arp and
Fabio Pierazzi},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Drift Forensics of Malware Classifiers},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {197--207},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623918},
doi = {10.1145/3605764.3623918},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ChowKLCAP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/CoqueretCSZ23,
author = {Beno{\^{\i}}t Coqueret and
Mathieu Carbone and
Olivier Sentieys and
Gabriel Zaid},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {When Side-Channel Attacks Break the Black-Box Property of Embedded
Artificial Intelligence},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {127--138},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623903},
doi = {10.1145/3605764.3623903},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/CoqueretCSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/DOnghiaCGCPZ23,
author = {Mario D'Onghia and
Federico Di Cesare and
Luigi Gallo and
Michele Carminati and
Mario Polino and
Stefano Zanero},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Lookin' Out My Backdoor! Investigating Backdooring Attacks Against
DL-driven Malware Detectors},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {209--220},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623919},
doi = {10.1145/3605764.3623919},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/DOnghiaCGCPZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/GibertZL23,
author = {Daniel Gibert and
Giulio Zizzo and
Quan Le},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Certified Robustness of Static Deep Learning-based Malware Detectors
against Patch and Append Attacks},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {173--184},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623914},
doi = {10.1145/3605764.3623914},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/GibertZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/HicksMFDHW23,
author = {Chris Hicks and
Vasilios Mavroudis and
Myles Foley and
Thomas Davies and
Kate Highnam and
Tim Watson},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Canaries and Whistles: Resilient Drone Communication Networks with
(or without) Deep Reinforcement Learning},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {91--101},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623986},
doi = {10.1145/3605764.3623986},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/HicksMFDHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/HolzlRK23,
author = {Florian A. H{\"{o}}lzl and
Daniel Rueckert and
Georgios Kaissis},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Equivariant Differentially Private Deep Learning: Why {DP-SGD} Needs
Sparser Models},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {11--22},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623902},
doi = {10.1145/3605764.3623902},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/HolzlRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/HuiFO23,
author = {Tian Hui and
Farhad Farokhi and
Olga Ohrimenko},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Information Leakage from Data Updates in Machine Learning Models},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {35--41},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623905},
doi = {10.1145/3605764.3623905},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/HuiFO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ImgrundGHPRR23,
author = {Erik Imgrund and
Tom Ganz and
Martin H{\"{a}}rterich and
Lukas Pirch and
Niklas Risse and
Konrad Rieck},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Broken Promises: Measuring Confounding Effects in Learning-based Vulnerability
Discovery},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {149--160},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623915},
doi = {10.1145/3605764.3623915},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ImgrundGHPRR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/JoycePNR23,
author = {Robert J. Joyce and
Tirth Patel and
Charles Nicholas and
Edward Raff},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {AVScan2Vec: Feature Learning on Antivirus Scan Data for Production-Scale
Malware Corpora},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {185--196},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623907},
doi = {10.1145/3605764.3623907},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/JoycePNR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KhannaLRT23,
author = {Amol Khanna and
Fred Lu and
Edward Raff and
Brian Testa},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Differentially Private Logistic Regression with Sparse Solutions},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {1--9},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623910},
doi = {10.1145/3605764.3623910},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/KhannaLRT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KumarIM23,
author = {Rajesh Kumar and
Can Isik and
Chilukuri Krishna Mohan},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Dictionary Attack on IMU-based Gait Authentication},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {115--126},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623909},
doi = {10.1145/3605764.3623909},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/KumarIM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/LeBlondMLFZRT23,
author = {Tyler LeBlond and
Joseph Munoz and
Fred Lu and
Maya Fuchs and
Elliott Zaresky{-}Williams and
Edward Raff and
Brian Testa},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Probing the Transition to Dataset-Level Privacy in {ML} Models Using
an Output-Specific and Data-Resolved Privacy Profile},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {23--33},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623904},
doi = {10.1145/3605764.3623904},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/LeBlondMLFZRT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/MontaruliDPCBB23,
author = {Biagio Montaruli and
Luca Demetrio and
Maura Pintor and
Luca Compagna and
Davide Balzarotti and
Battista Biggio},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Raze to the Ground: Query-Efficient Adversarial {HTML} Attacks on
Machine-Learning Phishing Webpage Detectors},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {233--244},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623920},
doi = {10.1145/3605764.3623920},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/MontaruliDPCBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/NasirigerdehRK23,
author = {Reza Nasirigerdeh and
Daniel Rueckert and
Georgios Kaissis},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Utility-preserving Federated Learning},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {55--65},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623908},
doi = {10.1145/3605764.3623908},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/NasirigerdehRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/RahmanA23,
author = {Md Asifur Rahman and
Sarra M. Alqahtani},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Task-Agnostic Safety for Reinforcement Learning},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {139--148},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623913},
doi = {10.1145/3605764.3623913},
timestamp = {Sat, 23 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/RahmanA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/RichardsRM23,
author = {Luke E. Richards and
Edward Raff and
Cynthia Matuszek},
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Measuring Equality in Machine Learning Security Defenses: {A} Case
Study in Speech Recognition},
booktitle = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
pages = {161--171},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764.3623911},
doi = {10.1145/3605764.3623911},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/RichardsRM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2023aisec,
editor = {Maura Pintor and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Proceedings of the 16th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2023, Copenhagen, Denmark, 30 November 2023},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3605764},
doi = {10.1145/3605764},
timestamp = {Thu, 23 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/2023aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ApplebaumDDMNNP22,
author = {Andy Applebaum and
Camron Dennler and
Patrick Dwyer and
Marina Moskowitz and
Harold Nguyen and
Nicole Nichols and
Nicole Park and
Paul Rachwalski and
Frank Rau and
Adrian Webster and
Melody Wolk},
editor = {Ambra Demontis and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Bridging Automated to Autonomous Cyber Defense: Foundational Analysis
of Tabular Q-Learning},
booktitle = {Proceedings of the 15th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022},
pages = {149--159},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3560830.3563732},
doi = {10.1145/3560830.3563732},
timestamp = {Tue, 12 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ApplebaumDDMNNP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ContiLPX22,
author = {Mauro Conti and
Jiaxin Li and
Stjepan Picek and
Jing Xu},
editor = {Ambra Demontis and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Label-Only Membership Inference Attack against Node-Level Graph Neural
Networks},
booktitle = {Proceedings of the 15th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022},
pages = {1--12},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3560830.3563734},
doi = {10.1145/3560830.3563734},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/ContiLPX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/DasuSM22,
author = {Vishnu Asutosh Dasu and
Sumanta Sarkar and
Kalikinkar Mandal},
editor = {Ambra Demontis and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {{PROV-FL:} Privacy-preserving Round Optimal Verifiable Federated Learning},
booktitle = {Proceedings of the 15th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022},
pages = {33--44},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3560830.3563729},
doi = {10.1145/3560830.3563729},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/DasuSM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Kong0C22,
author = {Zhifeng Kong and
Amrita Roy Chowdhury and
Kamalika Chaudhuri},
editor = {Ambra Demontis and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Forgeability and Membership Inference Attacks},
booktitle = {Proceedings of the 15th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022},
pages = {25--31},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3560830.3563731},
doi = {10.1145/3560830.3563731},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Kong0C22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Li000022,
author = {Lin Li and
Chao Chen and
Lei Pan and
Jun Zhang and
Yang Xiang},
editor = {Ambra Demontis and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Video is All You Need: Attacking PPG-based Biometric Authentication},
booktitle = {Proceedings of the 15th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022},
pages = {57--66},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3560830.3563722},
doi = {10.1145/3560830.3563722},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Li000022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Maghsoudimehrabani22,
author = {Mohammad Maghsoudimehrabani and
Amin Azmoodeh and
Ali Dehghantanha and
Behrouz Zolfaghari and
Gautam Srivastava},
editor = {Ambra Demontis and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Proactive Detection of Query-based Adversarial Scenarios in {NLP}
Systems},
booktitle = {Proceedings of the 15th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022},
pages = {103--113},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3560830.3563727},
doi = {10.1145/3560830.3563727},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Maghsoudimehrabani22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/MazzoneHHVE0P22,
author = {Federico Mazzone and
Leander van den Heuvel and
Maximilian Huber and
Cristian Verdecchia and
Maarten H. Everts and
Florian Hahn and
Andreas Peter},
editor = {Ambra Demontis and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Repeated Knowledge Distillation with Confidence Masking to Mitigate
Membership Inference Attacks},
booktitle = {Proceedings of the 15th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022},
pages = {13--24},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3560830.3563721},
doi = {10.1145/3560830.3563721},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/MazzoneHHVE0P22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/MidtlidAL22,
author = {Kim Andr{\'{e}} Midtlid and
Johannes {\AA}sheim and
Jingyue Li},
editor = {Ambra Demontis and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Magnitude Adversarial Spectrum Search-based Black-box Attack against
Image Classification},
booktitle = {Proceedings of the 15th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022},
pages = {67--77},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3560830.3563723},
doi = {10.1145/3560830.3563723},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/MidtlidAL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/MillarPKR022,
author = {Stuart Millar and
Denis Podgurskii and
Dan Kuykendall and
Jes{\'{u}}s Mart{\'{\i}}nez del Rinc{\'{o}}n and
Paul Miller},
editor = {Ambra Demontis and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Optimising Vulnerability Triage in {DAST} with Deep Learning},
booktitle = {Proceedings of the 15th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022},
pages = {137--147},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3560830.3563724},
doi = {10.1145/3560830.3563724},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/MillarPKR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/RamakrishnaD22,
author = {Raksha Ramakrishna and
Gy{\"{o}}rgy D{\'{a}}n},
editor = {Ambra Demontis and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Inferring Class-Label Distribution in Federated Learning},
booktitle = {Proceedings of the 15th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022},
pages = {45--56},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3560830.3563725},
doi = {10.1145/3560830.3563725},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/RamakrishnaD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SakaVK22,
author = {Tarini Saka and
Kami Vaniea and
Nadin K{\"{o}}kciyan},
editor = {Ambra Demontis and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Context-Based Clustering to Mitigate Phishing Attacks},
booktitle = {Proceedings of the 15th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022},
pages = {115--126},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3560830.3563728},
doi = {10.1145/3560830.3563728},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SakaVK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SavaSSB22,
author = {Paul Andrei Sava and
Jan{-}Philipp Schulze and
Philip Sperl and
Konstantin B{\"{o}}ttinger},
editor = {Ambra Demontis and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Assessing the Impact of Transformations on Physical Adversarial Attacks},
booktitle = {Proceedings of the 15th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022},
pages = {79--90},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3560830.3563733},
doi = {10.1145/3560830.3563733},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SavaSSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Trizna22,
author = {Dmitrijs Trizna},
editor = {Ambra Demontis and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Quo Vadis: Hybrid Machine Learning Meta-Model Based on Contextual
and Behavioral Malware Representations},
booktitle = {Proceedings of the 15th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022},
pages = {127--136},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3560830.3563726},
doi = {10.1145/3560830.3563726},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Trizna22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Wu0SMM22,
author = {Tong Wu and
Tianhao Wang and
Vikash Sehwag and
Saeed Mahloujifar and
Prateek Mittal},
editor = {Ambra Demontis and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Just Rotate it: Deploying Backdoor Attacks via Rotation Transformation},
booktitle = {Proceedings of the 15th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022},
pages = {91--102},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3560830.3563730},
doi = {10.1145/3560830.3563730},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Wu0SMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2022aisec,
editor = {Ambra Demontis and
Xinyun Chen and
Florian Tram{\`{e}}r},
title = {Proceedings of the 15th {ACM} Workshop on Artificial Intelligence
and Security, AISec 2022, Los Angeles, CA, USA, 11 November 2022},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3560830},
doi = {10.1145/3560830},
isbn = {978-1-4503-9880-0},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/2022aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AndresiniPPLAC21,
author = {Giuseppina Andresini and
Feargus Pendlebury and
Fabio Pierazzi and
Corrado Loglisci and
Annalisa Appice and
Lorenzo Cavallaro},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {{INSOMNIA:} Towards Concept-Drift Robustness in Network Intrusion
Detection},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {111--122},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486864},
doi = {10.1145/3474369.3486864},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/AndresiniPPLAC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Carlini21,
author = {Nicholas Carlini},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {Session details: Session 1: Adversarial Machine Learning},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3494693},
doi = {10.1145/3494693},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Carlini21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Carlini21a,
author = {Nicholas Carlini},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {Session details: Session 2A: Machine Learning for Cybersecurity},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3494694},
doi = {10.1145/3494694},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Carlini21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Chen21,
author = {Yizheng Chen},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {Session details: Session 3: Privacy-Preserving Machine Learning},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3494696},
doi = {10.1145/3494696},
timestamp = {Thu, 27 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/Chen21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Demontis21,
author = {Ambra Demontis},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {Session details: Session 2B: Machine Learning for Cybersecurity},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3494695},
doi = {10.1145/3494695},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Demontis21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/DeshpandeGF21,
author = {Chinmay Deshpande and
David Gens and
Michael Franz},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {StackBERT: Machine Learning Assisted Static Stack Frame Size Recovery
on Stripped and Optimized Binaries},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {85--95},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486865},
doi = {10.1145/3474369.3486865},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/DeshpandeGF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/DionysiouA21,
author = {Antreas Dionysiou and
Elias Athanasopoulos},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {Unicode Evil: Evading {NLP} Systems Using Visual Similarities of Text
Characters},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {1--12},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486871},
doi = {10.1145/3474369.3486871},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/DionysiouA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/DreesGHJKPRS21,
author = {Jan Peter Drees and
Pritha Gupta and
Eyke H{\"{u}}llermeier and
Tibor Jager and
Alexander Konze and
Claudia Priesterjahn and
Arunselvan Ramaswamy and
Juraj Somorovsky},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {Automated Detection of Side Channels in Cryptographic Protocols: {DROWN}
the ROBOTs!},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {169--180},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486868},
doi = {10.1145/3474369.3486868},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/DreesGHJKPRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/GanzHWR21,
author = {Tom Ganz and
Martin H{\"{a}}rterich and
Alexander Warnecke and
Konrad Rieck},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {Explaining Graph Neural Networks for Vulnerability Discovery},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {145--156},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486866},
doi = {10.1145/3474369.3486866},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/GanzHWR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/HilgefortAR21,
author = {Jan Malte Hilgefort and
Daniel Arp and
Konrad Rieck},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {Spying through Virtual Backgrounds of Video Calls},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {135--144},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486870},
doi = {10.1145/3474369.3486870},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/HilgefortAR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/JoyceRN21,
author = {Robert J. Joyce and
Edward Raff and
Charles Nicholas},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {A Framework for Cluster and Classifier Evaluation in the Absence of
Reference Labels},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {73--84},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486867},
doi = {10.1145/3474369.3486867},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/JoyceRN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KanPPC21,
author = {Zeliang Kan and
Feargus Pendlebury and
Fabio Pierazzi and
Lorenzo Cavallaro},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {Investigating Labelless Drift Adaptation for Malware Detection},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {123--134},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486873},
doi = {10.1145/3474369.3486873},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/KanPPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KujanpaaVI21,
author = {Kalle Kujanp{\"{a}}{\"{a}} and
Willie Victor and
Alexander Ilin},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {Automating Privilege Escalation with Deep Reinforcement Learning},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {157--168},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486877},
doi = {10.1145/3474369.3486877},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/KujanpaaVI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/RahimianOF21,
author = {Shadi Rahimian and
Tribhuvanesh Orekondy and
Mario Fritz},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {Differential Privacy Defenses and Sampling Attacks for Membership
Inference},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {193--202},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486876},
doi = {10.1145/3474369.3486876},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/RahimianOF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/RichardsNCFMR21,
author = {Luke E. Richards and
Andr{\'{e}} T. Nguyen and
Ryan Capps and
Steven Forsyth and
Cynthia Matuszek and
Edward Raff},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {Adversarial Transfer Attacks With Unknown Data and Class Overlap},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {13--24},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486862},
doi = {10.1145/3474369.3486862},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/RichardsNCFMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ShanB0Z21,
author = {Shawn Shan and
Arjun Nitin Bhagoji and
Haitao Zheng and
Ben Y. Zhao},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {Patch-based Defenses against Web Fingerprinting Attacks},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {97--109},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486875},
doi = {10.1145/3474369.3486875},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ShanB0Z21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SitawarinCW21,
author = {Chawin Sitawarin and
Supriyo Chakraborty and
David A. Wagner},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {{SAT:} Improving Adversarial Training via Curriculum-Based Loss Smoothing},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {25--36},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486878},
doi = {10.1145/3474369.3486878},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/SitawarinCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Veldanda0TKKKDG21,
author = {Akshaj Kumar Veldanda and
Kang Liu and
Benjamin Tan and
Prashanth Krishnamurthy and
Farshad Khorrami and
Ramesh Karri and
Brendan Dolan{-}Gavitt and
Siddharth Garg},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {NNoculation: Catching BadNets in the Wild},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {49--60},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486874},
doi = {10.1145/3474369.3486874},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/Veldanda0TKKKDG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/XuB00JL21,
author = {Runhua Xu and
Nathalie Baracaldo and
Yi Zhou and
Ali Anwar and
James Joshi and
Heiko Ludwig},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {FedV: Privacy-Preserving Federated Learning over Vertically Partitioned
Data},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {181--192},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486872},
doi = {10.1145/3474369.3486872},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/XuB00JL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/YehezkelES21,
author = {Aviv Yehezkel and
Eyal Elyashiv and
Or Soffer},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {Network Anomaly Detection Using Transfer Learning Based on Auto-Encoders
Loss Normalization},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {61--71},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486869},
doi = {10.1145/3474369.3486869},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/YehezkelES21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ZhangCW21,
author = {Zhanyuan Zhang and
Yizheng Chen and
David A. Wagner},
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {{SEAT:} Similarity Encoder by Adversarial Training for Detecting Model
Extraction Attack Queries},
booktitle = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
pages = {37--48},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369.3486863},
doi = {10.1145/3474369.3486863},
timestamp = {Thu, 27 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/ZhangCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2021aisec,
editor = {Nicholas Carlini and
Ambra Demontis and
Yizheng Chen},
title = {AISec@CCS 2021: Proceedings of the 14th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, Republic of Korea, 15 November
2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3474369},
doi = {10.1145/3474369},
isbn = {978-1-4503-8657-9},
timestamp = {Thu, 27 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/2021aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/JuW20,
author = {An Ju and
David A. Wagner},
editor = {Jay Ligatti and
Xinming Ou},
title = {{E-ABS:} Extending the Analysis-By-Synthesis Robust Classification
Model to More Complex Image Domains},
booktitle = {AISec@CCS 2020: Proceedings of the 13th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, USA, 13 November 2020},
pages = {25--36},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3411508.3421382},
doi = {10.1145/3411508.3421382},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/JuW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/LiaoCFS20,
author = {Chang Liao and
Yao Cheng and
Chengfang Fang and
Jie Shi},
editor = {Jay Ligatti and
Xinming Ou},
title = {Where Does the Robustness Come from?: {A} Study of the Transformation-based
Ensemble Defence},
booktitle = {AISec@CCS 2020: Proceedings of the 13th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, USA, 13 November 2020},
pages = {1--12},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3411508.3421380},
doi = {10.1145/3411508.3421380},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/LiaoCFS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/NovoM20,
author = {Carlos Novo and
Ricardo Morla},
editor = {Jay Ligatti and
Xinming Ou},
title = {Flow-based Detection and Proxy-based Evasion of Encrypted Malware
{C2} Traffic},
booktitle = {AISec@CCS 2020: Proceedings of the 13th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, USA, 13 November 2020},
pages = {83--91},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3411508.3421379},
doi = {10.1145/3411508.3421379},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/NovoM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/RaffZMFAFNH20,
author = {Edward Raff and
Richard Zak and
Gary Lopez Munoz and
William Fleming and
Hyrum S. Anderson and
Bobby Filar and
Charles Nicholas and
James Holt},
editor = {Jay Ligatti and
Xinming Ou},
title = {Automatic Yara Rule Generation Using Biclustering},
booktitle = {AISec@CCS 2020: Proceedings of the 13th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, USA, 13 November 2020},
pages = {71--82},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3411508.3421372},
doi = {10.1145/3411508.3421372},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/RaffZMFAFNH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/RiveraTSCLO20,
author = {Esteban Rivera and
Lizzy Tengana and
Jesus Solano and
Alejandra Castelblanco and
Christian Lopez and
Mart{\'{\i}}n Ochoa},
editor = {Jay Ligatti and
Xinming Ou},
title = {Risk-based Authentication Based on Network Latency Profiling},
booktitle = {AISec@CCS 2020: Proceedings of the 13th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, USA, 13 November 2020},
pages = {105--115},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3411508.3421377},
doi = {10.1145/3411508.3421377},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/RiveraTSCLO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SchloglB20,
author = {Alexander Schl{\"{o}}gl and
Rainer B{\"{o}}hme},
editor = {Jay Ligatti and
Xinming Ou},
title = {eNNclave: Offline Inference with Model Confidentiality},
booktitle = {AISec@CCS 2020: Proceedings of the 13th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, USA, 13 November 2020},
pages = {93--104},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3411508.3421376},
doi = {10.1145/3411508.3421376},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SchloglB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ShumailovZMA20,
author = {Ilia Shumailov and
Yiren Zhao and
Robert D. Mullins and
Ross J. Anderson},
editor = {Jay Ligatti and
Xinming Ou},
title = {Towards Certifiable Adversarial Sample Detection},
booktitle = {AISec@CCS 2020: Proceedings of the 13th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, USA, 13 November 2020},
pages = {13--24},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3411508.3421381},
doi = {10.1145/3411508.3421381},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ShumailovZMA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SmithJICHDRLVK20,
author = {Michael R. Smith and
Nicholas T. Johnson and
Joe B. Ingram and
Armida J. Carbajal and
Bridget I. Haus and
Eva Domschot and
Ramyaa and
Christopher C. Lamb and
Stephen J. Verzi and
W. Philip Kegelmeyer},
editor = {Jay Ligatti and
Xinming Ou},
title = {Mind the Gap: On Bridging the Semantic Gap between Machine Learning
and Malware Analysis},
booktitle = {AISec@CCS 2020: Proceedings of the 13th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, USA, 13 November 2020},
pages = {49--60},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3411508.3421373},
doi = {10.1145/3411508.3421373},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SmithJICHDRLVK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SolanoLRCTO20,
author = {Jesus Solano and
Christian Lopez and
Esteban Rivera and
Alejandra Castelblanco and
Lizzy Tengana and
Mart{\'{\i}}n Ochoa},
editor = {Jay Ligatti and
Xinming Ou},
title = {{SCRAP:} Synthetically Composed Replay Attacks vs. Adversarial Machine
Learning Attacks against Mouse-based Biometric Authentication},
booktitle = {AISec@CCS 2020: Proceedings of the 13th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, USA, 13 November 2020},
pages = {37--47},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3411508.3421378},
doi = {10.1145/3411508.3421378},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SolanoLRCTO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/VerwerNHBAO20,
author = {Sicco Verwer and
Azqa Nadeem and
Christian A. Hammerschmidt and
Laurens Bliek and
Abdullah Al{-}Dujaili and
Una{-}May O'Reilly},
editor = {Jay Ligatti and
Xinming Ou},
title = {The Robust Malware Detection Challenge and Greedy Random Accelerated
Multi-Bit Search},
booktitle = {AISec@CCS 2020: Proceedings of the 13th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, USA, 13 November 2020},
pages = {61--70},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3411508.3421374},
doi = {10.1145/3411508.3421374},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/VerwerNHBAO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/YoshidaF20,
author = {Kota Yoshida and
Takeshi Fujino},
editor = {Jay Ligatti and
Xinming Ou},
title = {Disabling Backdoor and Identifying Poison Data by using Knowledge
Distillation in Backdoor Attacks on Deep Neural Networks},
booktitle = {AISec@CCS 2020: Proceedings of the 13th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, USA, 13 November 2020},
pages = {117--127},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3411508.3421375},
doi = {10.1145/3411508.3421375},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/YoshidaF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2020aisec,
editor = {Jay Ligatti and
Xinming Ou},
title = {AISec@CCS 2020: Proceedings of the 13th {ACM} Workshop on Artificial
Intelligence and Security, Virtual Event, USA, 13 November 2020},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3411508},
doi = {10.1145/3411508},
isbn = {978-1-4503-8094-2},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/2020aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AlperinWRTL19,
author = {Kenneth Alperin and
Allan B. Wollaber and
Dennis M. Ross and
Pierre C. Trepagnier and
Leslie Leonard},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
Sadia Afroz and
Battista Biggio and
Nicholas Carlini and
Yuval Elovici and
Asaf Shabtai},
title = {Risk Prioritization by Leveraging Latent Vulnerability Features in
a Contested Environment},
booktitle = {Proceedings of the 12th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2019, London, UK, November 15, 2019},
pages = {49--57},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3338501.3357365},
doi = {10.1145/3338501.3357365},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/AlperinWRTL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AminGC19,
author = {Mohammad Ruhul Amin and
Pranav Garg and
Baris Coskun},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
Sadia Afroz and
Battista Biggio and
Nicholas Carlini and
Yuval Elovici and
Asaf Shabtai},
title = {{CADENCE:} Conditional Anomaly Detection for Events Using Noise-Contrastive
Estimation},
booktitle = {Proceedings of the 12th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2019, London, UK, November 15, 2019},
pages = {71--82},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3338501.3357368},
doi = {10.1145/3338501.3357368},
timestamp = {Thu, 31 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/AminGC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/JuutiAA19,
author = {Mika Juuti and
Buse Gul Atli and
N. Asokan},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
Sadia Afroz and
Battista Biggio and
Nicholas Carlini and
Yuval Elovici and
Asaf Shabtai},
title = {Making Targeted Black-box Evasion Attacks Effective and Efficient},
booktitle = {Proceedings of the 12th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2019, London, UK, November 15, 2019},
pages = {83--94},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3338501.3357366},
doi = {10.1145/3338501.3357366},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/JuutiAA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/LambVKB19,
author = {Alex Lamb and
Vikas Verma and
Juho Kannala and
Yoshua Bengio},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
Sadia Afroz and
Battista Biggio and
Nicholas Carlini and
Yuval Elovici and
Asaf Shabtai},
title = {Interpolated Adversarial Training: Achieving Robust Neural Networks
Without Sacrificing Too Much Accuracy},
booktitle = {Proceedings of the 12th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2019, London, UK, November 15, 2019},
pages = {95--103},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3338501.3357369},
doi = {10.1145/3338501.3357369},
timestamp = {Sun, 10 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/LambVKB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Mohammadinodooshan19,
author = {Alireza Mohammadinodooshan and
Ulf Karg{\'{e}}n and
Nahid Shahmehri},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
Sadia Afroz and
Battista Biggio and
Nicholas Carlini and
Yuval Elovici and
Asaf Shabtai},
title = {Robust Detection of Obfuscated Strings in Android Apps},
booktitle = {Proceedings of the 12th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2019, London, UK, November 15, 2019},
pages = {25--35},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3338501.3357373},
doi = {10.1145/3338501.3357373},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/Mohammadinodooshan19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/OakDYTA19,
author = {Rajvardhan Oak and
Min Du and
David Yan and
Harshvardhan C. Takawale and
Idan Amit},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
Sadia Afroz and
Battista Biggio and
Nicholas Carlini and
Yuval Elovici and
Asaf Shabtai},
title = {Malware Detection on Highly Imbalanced Data through Sequence Modeling},
booktitle = {Proceedings of the 12th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2019, London, UK, November 15, 2019},
pages = {37--48},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3338501.3357374},
doi = {10.1145/3338501.3357374},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/OakDYTA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SehwagBSSCCM19,
author = {Vikash Sehwag and
Arjun Nitin Bhagoji and
Liwei Song and
Chawin Sitawarin and
Daniel Cullina and
Mung Chiang and
Prateek Mittal},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
Sadia Afroz and
Battista Biggio and
Nicholas Carlini and
Yuval Elovici and
Asaf Shabtai},
title = {Analyzing the Robustness of Open-World Machine Learning},
booktitle = {Proceedings of the 12th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2019, London, UK, November 15, 2019},
pages = {105--116},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3338501.3357372},
doi = {10.1145/3338501.3357372},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SehwagBSSCCM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ShibaharaK0AHSD19,
author = {Toshiki Shibahara and
Hirokazu Kodera and
Daiki Chiba and
Mitsuaki Akiyama and
Kunio Hato and
Ola S{\"{o}}derstr{\"{o}}m and
Daniel Dalek and
Masayuki Murata},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
Sadia Afroz and
Battista Biggio and
Nicholas Carlini and
Yuval Elovici and
Asaf Shabtai},
title = {Cross-Vendor Knowledge Transfer for Managed Security Services with
Triplet Network},
booktitle = {Proceedings of the 12th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2019, London, UK, November 15, 2019},
pages = {59--69},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3338501.3357367},
doi = {10.1145/3338501.3357367},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ShibaharaK0AHSD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/TruexBASLZZ19,
author = {Stacey Truex and
Nathalie Baracaldo and
Ali Anwar and
Thomas Steinke and
Heiko Ludwig and
Rui Zhang and
Yi Zhou},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
Sadia Afroz and
Battista Biggio and
Nicholas Carlini and
Yuval Elovici and
Asaf Shabtai},
title = {A Hybrid Approach to Privacy-Preserving Federated Learning},
booktitle = {Proceedings of the 12th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2019, London, UK, November 15, 2019},
pages = {1--11},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3338501.3357370},
doi = {10.1145/3338501.3357370},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/TruexBASLZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/XuBZAL19,
author = {Runhua Xu and
Nathalie Baracaldo and
Yi Zhou and
Ali Anwar and
Heiko Ludwig},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
Sadia Afroz and
Battista Biggio and
Nicholas Carlini and
Yuval Elovici and
Asaf Shabtai},
title = {HybridAlpha: An Efficient Approach for Privacy-Preserving Federated
Learning},
booktitle = {Proceedings of the 12th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2019, London, UK, November 15, 2019},
pages = {13--23},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3338501.3357371},
doi = {10.1145/3338501.3357371},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/XuBZAL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2019aisec,
editor = {Lorenzo Cavallaro and
Johannes Kinder and
Sadia Afroz and
Battista Biggio and
Nicholas Carlini and
Yuval Elovici and
Asaf Shabtai},
title = {Proceedings of the 12th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2019, London, UK, November 15, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3338501},
doi = {10.1145/3338501},
isbn = {978-1-4503-6833-9},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/2019aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Afroz18,
author = {Sadia Afroz},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {Session details: Keynote Address},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3285948},
doi = {10.1145/3285948},
timestamp = {Tue, 07 Mar 2023 16:37:45 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Afroz18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Biggio18,
author = {Battista Biggio},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {Session details: {AI} Security / Adversarial Machine Learning},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3285949},
doi = {10.1145/3285949},
timestamp = {Wed, 09 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Biggio18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/DuFYCT18,
author = {Yali Du and
Meng Fang and
Jinfeng Yi and
Jun Cheng and
Dacheng Tao},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {Towards Query Efficient Black-box Attacks: An Input-free Perspective},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
pages = {13--24},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3270101.3270106},
doi = {10.1145/3270101.3270106},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/DuFYCT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Elovici18,
author = {Yuval Elovici},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {Session details: {AI} for Forensics},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3285952},
doi = {10.1145/3285952},
timestamp = {Wed, 09 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Elovici18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/GriecoD18,
author = {Gustavo Grieco and
Artem Dinaburg},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {Toward Smarter Vulnerability Discovery Using Machine Learning},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
pages = {48--56},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3270101.3270107},
doi = {10.1145/3270101.3270107},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/GriecoD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/GrondahlPJCA18,
author = {Tommi Gr{\"{o}}ndahl and
Luca Pajola and
Mika Juuti and
Mauro Conti and
N. Asokan},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {All You Need is: Evading Hate Speech Detection},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
pages = {2--12},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3270101.3270103},
doi = {10.1145/3270101.3270103},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/GrondahlPJCA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/HashemiCK18,
author = {Mohammad Hashemi and
Greg Cusack and
Eric Keller},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {Stochastic Substitute Training: {A} Gray-box Approach to Craft Adversarial
Examples Against Gradient Obfuscation Defenses},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
pages = {25--36},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3270101.3270111},
doi = {10.1145/3270101.3270111},
timestamp = {Wed, 09 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/HashemiCK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KaramchetiMR18,
author = {Siddharth Karamcheti and
Gideon Mann and
David S. Rosenberg},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {Adaptive Grey-Box Fuzz-Testing with Thompson Sampling},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
pages = {37--47},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3270101.3270108},
doi = {10.1145/3270101.3270108},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/KaramchetiMR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Papernot18,
author = {Nicolas Papernot},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {A Marauder's Map of Security and Privacy in Machine Learning: An overview
of current and future research directions for making machine learning
secure and private},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
pages = {1},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3270101.3270102},
doi = {10.1145/3270101.3270102},
timestamp = {Wed, 09 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Papernot18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Shabtai18,
author = {Asaf Shabtai},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {Session details: {AI} for Detecting Software Vulnerabilities},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3285950},
doi = {10.1145/3285950},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Shabtai18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Shabtai18a,
author = {Asaf Shabtai},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {Session details: {AI} for Detecting Attacks},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3285951},
doi = {10.1145/3285951},
timestamp = {Wed, 09 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Shabtai18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/TorroledoCB18,
author = {Ivan Torroledo and
Luis David Camacho and
Alejandro Correa Bahnsen},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {Hunting Malicious {TLS} Certificates with Deep Neural Networks},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
pages = {64--73},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3270101.3270105},
doi = {10.1145/3270101.3270105},
timestamp = {Wed, 09 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/TorroledoCB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/WangJW18,
author = {Ningfei Wang and
Shouling Ji and
Ting Wang},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {Integration of Static and Dynamic Code Stylometry Analysis for Programmer
De-anonymization},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
pages = {74--84},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3270101.3270110},
doi = {10.1145/3270101.3270110},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/WangJW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/XuFCWW18,
author = {Chao Xu and
Zhentan Feng and
Yizheng Chen and
Minghua Wang and
Tao Wei},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {FeatNet: Large-scale Fraud Device Detection by Network Representation
Learning with Rich Features},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
pages = {57--63},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3270101.3270109},
doi = {10.1145/3270101.3270109},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/XuFCWW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ZhaoWJCWHB18,
author = {Binbin Zhao and
Haiqin Weng and
Shouling Ji and
Jianhai Chen and
Ting Wang and
Qinming He and
Reheem Beyah},
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {Towards Evaluating the Security of Real-World Deployed Image CAPTCHAs},
booktitle = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
pages = {85--96},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3270101.3270104},
doi = {10.1145/3270101.3270104},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/ZhaoWJCWHB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2018aisec,
editor = {Sadia Afroz and
Battista Biggio and
Yuval Elovici and
David Freeman and
Asaf Shabtai},
title = {Proceedings of the 11th {ACM} Workshop on Artificial Intelligence
and Security, {CCS} 2018, Toronto, ON, Canada, October 19, 2018},
publisher = {{ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3270101},
isbn = {978-1-4503-6004-3},
timestamp = {Tue, 07 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/2018aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BaracaldoCLS17,
author = {Nathalie Baracaldo and
Bryant Chen and
Heiko Ludwig and
Jaehoon Amir Safavi},
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {Mitigating Poisoning Attacks on Machine Learning Models: {A} Data
Provenance Based Approach},
booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
pages = {103--110},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3128572.3140450},
doi = {10.1145/3128572.3140450},
timestamp = {Wed, 29 Jun 2022 15:37:41 +0200},
biburl = {https://dblp.org/rec/conf/ccs/BaracaldoCLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BittnerSW17,
author = {Daniel M. Bittner and
Anand D. Sarwate and
Rebecca N. Wright},
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {Differentially Private Noisy Search with Applications to Anomaly Detection
(Abstract)},
booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
pages = {53},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3128572.3140456},
doi = {10.1145/3128572.3140456},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/BittnerSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Caliskan17,
author = {Aylin Caliskan},
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {Beyond Big Data: What Can We Learn from {AI} Models?: Invited Keynote},
booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
pages = {1},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3128572.3140452},
doi = {10.1145/3128572.3140452},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Caliskan17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Carlini017,
author = {Nicholas Carlini and
David A. Wagner},
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {Adversarial Examples Are Not Easily Detected: Bypassing Ten Detection
Methods},
booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
pages = {3--14},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3128572.3140444},
doi = {10.1145/3128572.3140444},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Carlini017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ChenZSYH17,
author = {Pin{-}Yu Chen and
Huan Zhang and
Yash Sharma and
Jinfeng Yi and
Cho{-}Jui Hsieh},
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {{ZOO:} Zeroth Order Optimization Based Black-box Attacks to Deep Neural
Networks without Training Substitute Models},
booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
pages = {15--26},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3128572.3140448},
doi = {10.1145/3128572.3140448},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ChenZSYH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/HalawaRBCL17,
author = {Hassan Halawa and
Matei Ripeanu and
Konstantin Beznosov and
Baris Coskun and
Meizhu Liu},
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {An Early Warning System for Suspicious Accounts},
booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
pages = {51--52},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3128572.3140455},
doi = {10.1145/3128572.3140455},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/HalawaRBCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/HanHSCLQP17,
author = {Shuchu Han and
Yifan Hu and
Steven Skiena and
Baris Coskun and
Meizhu Liu and
Hong Qin and
Jaime Perez},
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {Generating Look-alike Names For Security Challenges},
booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
pages = {57--67},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3128572.3140441},
doi = {10.1145/3128572.3140441},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/HanHSCLQP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KumarWS17,
author = {Ram Shankar Siva Kumar and
Andrew Wicker and
Matt Swann},
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {Practical Machine Learning for Cloud Intrusion Detection: Challenges
and the Way Forward},
booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
pages = {81--90},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3128572.3140445},
doi = {10.1145/3128572.3140445},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/KumarWS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/LiuLVO17,
author = {Chang Liu and
Bo Li and
Yevgeniy Vorobeychik and
Alina Oprea},
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {Robust Linear Regression Against Training Data Poisoning},
booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
pages = {91--102},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3128572.3140447},
doi = {10.1145/3128572.3140447},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/LiuLVO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Munoz-GonzalezB17,
author = {Luis Mu{\~{n}}oz{-}Gonz{\'{a}}lez and
Battista Biggio and
Ambra Demontis and
Andrea Paudice and
Vasin Wongrassamee and
Emil C. Lupu and
Fabio Roli},
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization},
booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
pages = {27--38},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3128572.3140451},
doi = {10.1145/3128572.3140451},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/Munoz-GonzalezB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/RaffN17,
author = {Edward Raff and
Charles Nicholas},
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {Malware Classification and Class Imbalance via Stochastic Hashed {LZJD}},
booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
pages = {111--120},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3128572.3140446},
doi = {10.1145/3128572.3140446},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/RaffN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/RaffSN17,
author = {Edward Raff and
Jared Sylvester and
Charles Nicholas},
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {Learning the {PE} Header, Malware Detection with Minimal Domain Knowledge},
booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
pages = {121--132},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3128572.3140442},
doi = {10.1145/3128572.3140442},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/RaffSN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SolankiKSP17,
author = {Saumya Solanki and
Gautam Krishnan and
Varshini Sampath and
Jason Polakis},
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {In (Cyber)Space Bots Can Hear You Speak: Breaking Audio CAPTCHAs Using
{OTS} Speech Recognition},
booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
pages = {69--80},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3128572.3140443},
doi = {10.1145/3128572.3140443},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SolankiKSP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/YakuraSNOS17,
author = {Hiromu Yakura and
Shinnosuke Shinozaki and
Reon Nishimura and
Yoshihiro Oyama and
Jun Sakuma},
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {Malware Analysis of Imaged Binary Samples by Convolutional Neural
Network with Attention Mechanism},
booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
pages = {55--56},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3128572.3140457},
doi = {10.1145/3128572.3140457},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/YakuraSNOS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ZantedeschiNR17,
author = {Valentina Zantedeschi and
Maria{-}Irina Nicolae and
Ambrish Rawat},
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {Efficient Defenses Against Adversarial Attacks},
booktitle = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
pages = {39--49},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3128572.3140449},
doi = {10.1145/3128572.3140449},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ZantedeschiNR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2017aisec,
editor = {Bhavani Thuraisingham and
Battista Biggio and
David Mandell Freeman and
Brad Miller and
Arunesh Sinha},
title = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
publisher = {{ACM}},
year = {2017},
url = {http://dl.acm.org/citation.cfm?id=3128572},
isbn = {978-1-4503-5202-4},
timestamp = {Wed, 29 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/2017aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/0023YR16,
author = {Hao Zhang and
Danfeng (Daphne) Yao and
Naren Ramakrishnan},
editor = {David Mandell Freeman and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Causality-based Sensemaking of Network Traffic for Android Application
Security},
booktitle = {Proceedings of the 2016 {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2016, Vienna, Austria, October 28, 2016},
pages = {47--58},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996758.2996760},
doi = {10.1145/2996758.2996760},
timestamp = {Mon, 26 Jun 2023 20:41:47 +0200},
biburl = {https://dblp.org/rec/conf/ccs/0023YR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AndersonM16,
author = {Blake Anderson and
David A. McGrew},
editor = {David Mandell Freeman and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Identifying Encrypted Malware Traffic with Contextual Flow Data},
booktitle = {Proceedings of the 2016 {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2016, Vienna, Austria, October 28, 2016},
pages = {35--46},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996758.2996768},
doi = {10.1145/2996758.2996768},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/AndersonM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AndersonWF16,
author = {Hyrum S. Anderson and
Jonathan Woodbridge and
Bobby Filar},
editor = {David Mandell Freeman and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {DeepDGA: Adversarially-Tuned Domain Generation and Detection},
booktitle = {Proceedings of the 2016 {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2016, Vienna, Austria, October 28, 2016},
pages = {13--21},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996758.2996767},
doi = {10.1145/2996758.2996767},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/AndersonWF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/DeoDSVC16,
author = {Amit Deo and
Santanu Kumar Dash and
Guillermo Suarez{-}Tangil and
Volodya Vovk and
Lorenzo Cavallaro},
editor = {David Mandell Freeman and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Prescience: Probabilistic Guidance on the Retraining Conundrum for
Malware Detection},
booktitle = {Proceedings of the 2016 {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2016, Vienna, Austria, October 28, 2016},
pages = {71--82},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996758.2996769},
doi = {10.1145/2996758.2996769},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/DeoDSVC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/GhassemiSW16,
author = {Mohsen Ghassemi and
Anand D. Sarwate and
Rebecca N. Wright},
editor = {David Mandell Freeman and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Differentially Private Online Active Learning with Applications to
Anomaly Detection},
booktitle = {Proceedings of the 2016 {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2016, Vienna, Austria, October 28, 2016},
pages = {117--128},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996758.2996766},
doi = {10.1145/2996758.2996766},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/GhassemiSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KirchlerHLK16,
author = {Matthias Kirchler and
Dominik Herrmann and
Jens Lindemann and
Marius Kloft},
editor = {David Mandell Freeman and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Tracked Without a Trace: Linking Sessions of Users by Unsupervised
Learning of Patterns in Their {DNS} Traffic},
booktitle = {Proceedings of the 2016 {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2016, Vienna, Austria, October 28, 2016},
pages = {23--34},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996758.2996770},
doi = {10.1145/2996758.2996770},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/KirchlerHLK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/MirskySRSE16,
author = {Yisroel Mirsky and
Asaf Shabtai and
Lior Rokach and
Bracha Shapira and
Yuval Elovici},
editor = {David Mandell Freeman and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {SherLock vs Moriarty: {A} Smartphone Dataset for Cybersecurity Research},
booktitle = {Proceedings of the 2016 {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2016, Vienna, Austria, October 28, 2016},
pages = {1--12},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996758.2996764},
doi = {10.1145/2996758.2996764},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/MirskySRSE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/PevnyS16,
author = {Tom{\'{a}}s Pevn{\'{y}} and
Petr Somol},
editor = {David Mandell Freeman and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Discriminative Models for Multi-instance Problems with Tree Structure},
booktitle = {Proceedings of the 2016 {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2016, Vienna, Austria, October 28, 2016},
pages = {83--91},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996758.2996761},
doi = {10.1145/2996758.2996761},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/PevnyS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/RussuDBFR16,
author = {Paolo Russu and
Ambra Demontis and
Battista Biggio and
Giorgio Fumera and
Fabio Roli},
editor = {David Mandell Freeman and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Secure Kernel Machines against Evasion Attacks},
booktitle = {Proceedings of the 2016 {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2016, Vienna, Austria, October 28, 2016},
pages = {59--69},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996758.2996771},
doi = {10.1145/2996758.2996771},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/RussuDBFR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Sharad16,
author = {Kumar Sharad},
editor = {David Mandell Freeman and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {True Friends Let You Down: Benchmarking Social Graph Anonymization
Schemes},
booktitle = {Proceedings of the 2016 {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2016, Vienna, Austria, October 28, 2016},
pages = {93--104},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996758.2996765},
doi = {10.1145/2996758.2996765},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Sharad16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Sharad16a,
author = {Kumar Sharad},
editor = {David Mandell Freeman and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Change of Guard: The Next Generation of Social Graph De-anonymization
Attacks},
booktitle = {Proceedings of the 2016 {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2016, Vienna, Austria, October 28, 2016},
pages = {105--116},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996758.2996763},
doi = {10.1145/2996758.2996763},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Sharad16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ZhangZ16,
author = {Tao Zhang and
Quanyan Zhu},
editor = {David Mandell Freeman and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {A Dual Perturbation Approach for Differential Private ADMM-Based Distributed
Empirical Risk Minimization},
booktitle = {Proceedings of the 2016 {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2016, Vienna, Austria, October 28, 2016},
pages = {129--137},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996758.2996762},
doi = {10.1145/2996758.2996762},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ZhangZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2016aisec,
editor = {David Mandell Freeman and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Proceedings of the 2016 {ACM} Workshop on Artificial Intelligence
and Security, AISec@CCS 2016, Vienna, Austria, October 28, 2016},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2996758},
doi = {10.1145/2996758},
isbn = {978-1-4503-4573-6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/2016aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BerlinSS15,
author = {Konstantin Berlin and
David Slater and
Joshua Saxe},
editor = {Indrajit Ray and
Xiaofeng Wang and
Kui Ren and
Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Malicious Behavior Detection using Windows Audit Logs},
booktitle = {Proceedings of the 8th {ACM} Workshop on Artificial Intelligence and
Security, AISec 2015, Denver, Colorado, USA, October 16, 2015},
pages = {35--44},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808769.2808773},
doi = {10.1145/2808769.2808773},
timestamp = {Tue, 10 Nov 2020 16:06:16 +0100},
biburl = {https://dblp.org/rec/conf/ccs/BerlinSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BoshmafRBS15,
author = {Yazan Boshmaf and
Matei Ripeanu and
Konstantin Beznosov and
Elizeu Santos{-}Neto},
editor = {Indrajit Ray and
Xiaofeng Wang and
Kui Ren and
Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Thwarting Fake {OSN} Accounts by Predicting their Victims},
booktitle = {Proceedings of the 8th {ACM} Workshop on Artificial Intelligence and
Security, AISec 2015, Denver, Colorado, USA, October 16, 2015},
pages = {81--89},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808769.2808772},
doi = {10.1145/2808769.2808772},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/BoshmafRBS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BoydLP15,
author = {Kendrick Boyd and
Eric Lantz and
David Page},
editor = {Indrajit Ray and
Xiaofeng Wang and
Kui Ren and
Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Differential Privacy for Classifier Evaluation},
booktitle = {Proceedings of the 8th {ACM} Workshop on Artificial Intelligence and
Security, AISec 2015, Denver, Colorado, USA, October 16, 2015},
pages = {15--23},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808769.2808775},
doi = {10.1145/2808769.2808775},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/BoydLP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BuragoL15,
author = {Igor Burago and
Daniel Lowd},
editor = {Indrajit Ray and
Xiaofeng Wang and
Kui Ren and
Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Automated Attacks on Compression-Based Classifiers},
booktitle = {Proceedings of the 8th {ACM} Workshop on Artificial Intelligence and
Security, AISec 2015, Denver, Colorado, USA, October 16, 2015},
pages = {69--80},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808769.2808778},
doi = {10.1145/2808769.2808778},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/BuragoL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/CockDNN15,
author = {Martine De Cock and
Rafael Dowsley and
Anderson C. A. Nascimento and
Stacey C. Newman},
editor = {Indrajit Ray and
Xiaofeng Wang and
Kui Ren and
Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Fast, Privacy Preserving Linear Regression over Distributed Datasets
based on Pre-Distributed Data},
booktitle = {Proceedings of the 8th {ACM} Workshop on Artificial Intelligence and
Security, AISec 2015, Denver, Colorado, USA, October 16, 2015},
pages = {3--14},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808769.2808774},
doi = {10.1145/2808769.2808774},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/CockDNN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/FifieldGMMT15,
author = {David Fifield and
Alexandru Geana and
Luis MartinGarcia and
Mathias Morbitzer and
J. Doug Tygar},
editor = {Indrajit Ray and
Xiaofeng Wang and
Kui Ren and
Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Remote Operating System Classification over IPv6},
booktitle = {Proceedings of the 8th {ACM} Workshop on Artificial Intelligence and
Security, AISec 2015, Denver, Colorado, USA, October 16, 2015},
pages = {57--67},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808769.2808777},
doi = {10.1145/2808769.2808777},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/FifieldGMMT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KantchelianTAMS15,
author = {Alex Kantchelian and
Michael Carl Tschantz and
Sadia Afroz and
Brad Miller and
Vaishaal Shankar and
Rekha Bachwani and
Anthony D. Joseph and
J. Doug Tygar},
editor = {Indrajit Ray and
Xiaofeng Wang and
Kui Ren and
Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Better Malware Ground Truth: Techniques for Weighting Anti-Virus Vendor
Labels},
booktitle = {Proceedings of the 8th {ACM} Workshop on Artificial Intelligence and
Security, AISec 2015, Denver, Colorado, USA, October 16, 2015},
pages = {45--56},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808769.2808780},
doi = {10.1145/2808769.2808780},
timestamp = {Wed, 28 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/KantchelianTAMS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/LantzBP15,
author = {Eric Lantz and
Kendrick Boyd and
David Page},
editor = {Indrajit Ray and
Xiaofeng Wang and
Kui Ren and
Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Subsampled Exponential Mechanism: Differential Privacy in Large Output
Spaces},
booktitle = {Proceedings of the 8th {ACM} Workshop on Artificial Intelligence and
Security, AISec 2015, Denver, Colorado, USA, October 16, 2015},
pages = {25--33},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808769.2808776},
doi = {10.1145/2808769.2808776},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/LantzBP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Manadhata15,
author = {Pratyusa K. Manadhata},
editor = {Indrajit Ray and
Xiaofeng Wang and
Kui Ren and
Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Machine Learning for Enterprise Security},
booktitle = {Proceedings of the 8th {ACM} Workshop on Artificial Intelligence and
Security, AISec 2015, Denver, Colorado, USA, October 16, 2015},
pages = {1},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808769.2808782},
doi = {10.1145/2808769.2808782},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Manadhata15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/XiaoFH15,
author = {Cao Xiao and
David Mandell Freeman and
Theodore Hwa},
editor = {Indrajit Ray and
Xiaofeng Wang and
Kui Ren and
Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Detecting Clusters of Fake Accounts in Online Social Networks},
booktitle = {Proceedings of the 8th {ACM} Workshop on Artificial Intelligence and
Security, AISec 2015, Denver, Colorado, USA, October 16, 2015},
pages = {91--101},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808769.2808779},
doi = {10.1145/2808769.2808779},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/XiaoFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2015aisec,
editor = {Indrajit Ray and
Xiaofeng Wang and
Kui Ren and
Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Arunesh Sinha},
title = {Proceedings of the 8th {ACM} Workshop on Artificial Intelligence and
Security, AISec 2015, Denver, Colorado, USA, October 16, 2015},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808769},
doi = {10.1145/2808769},
isbn = {978-1-4503-3826-4},
timestamp = {Tue, 10 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/2015aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AbtB14,
author = {Sebastian Abt and
Harald Baier},
editor = {Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Benjamin I. P. Rubinstein and
Gail{-}Joon Ahn},
title = {A Plea for Utilising Synthetic Data when Performing Machine Learning
Based Cyber-Security Experiments},
booktitle = {Proceedings of the 2014 Workshop on Artificial Intelligent and Security
Workshop, AISec 2014, Scottsdale, AZ, USA, November 7, 2014},
pages = {37--45},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2666652.2666663},
doi = {10.1145/2666652.2666663},
timestamp = {Tue, 10 Nov 2020 16:06:16 +0100},
biburl = {https://dblp.org/rec/conf/ccs/AbtB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AldaS14,
author = {Francesco Ald{\`{a}} and
Hans Ulrich Simon},
editor = {Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Benjamin I. P. Rubinstein and
Gail{-}Joon Ahn},
title = {Randomized Response Schemes, Privacy and Usefulness},
booktitle = {Proceedings of the 2014 Workshop on Artificial Intelligent and Security
Workshop, AISec 2014, Scottsdale, AZ, USA, November 7, 2014},
pages = {15--26},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2666652.2666654},
doi = {10.1145/2666652.2666654},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/AldaS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AndersonSYM14,
author = {Blake Anderson and
Curtis B. Storlie and
Micah Yates and
Aaron McPhall},
editor = {Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Benjamin I. P. Rubinstein and
Gail{-}Joon Ahn},
title = {Automating Reverse Engineering with Machine Learning Techniques},
booktitle = {Proceedings of the 2014 Workshop on Artificial Intelligent and Security
Workshop, AISec 2014, Scottsdale, AZ, USA, November 7, 2014},
pages = {103--112},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2666652.2666665},
doi = {10.1145/2666652.2666665},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/AndersonSYM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BhagavatulaDKGZ14,
author = {Sruti Bhagavatula and
Christopher W. Dunn and
Chris Kanich and
Minaxi Gupta and
Brian D. Ziebart},
editor = {Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Benjamin I. P. Rubinstein and
Gail{-}Joon Ahn},
title = {Leveraging Machine Learning to Improve Unwanted Resource Filtering},
booktitle = {Proceedings of the 2014 Workshop on Artificial Intelligent and Security
Workshop, AISec 2014, Scottsdale, AZ, USA, November 7, 2014},
pages = {95--102},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2666652.2666662},
doi = {10.1145/2666652.2666662},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/BhagavatulaDKGZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Biggio14,
author = {Battista Biggio},
editor = {Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Benjamin I. P. Rubinstein and
Gail{-}Joon Ahn},
title = {On learning and recognition of secure patterns},
booktitle = {Proceedings of the 2014 Workshop on Artificial Intelligent and Security
Workshop, AISec 2014, Scottsdale, AZ, USA, November 7, 2014},
pages = {1--2},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2666652.2666653},
doi = {10.1145/2666652.2666653},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Biggio14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BiggioRAWCGR14,
author = {Battista Biggio and
Konrad Rieck and
Davide Ariu and
Christian Wressnegger and
Igino Corona and
Giorgio Giacinto and
Fabio Roli},
editor = {Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Benjamin I. P. Rubinstein and
Gail{-}Joon Ahn},
title = {Poisoning behavioral malware clustering},
booktitle = {Proceedings of the 2014 Workshop on Artificial Intelligent and Security
Workshop, AISec 2014, Scottsdale, AZ, USA, November 7, 2014},
pages = {27--36},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2666652.2666666},
doi = {10.1145/2666652.2666666},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/BiggioRAWCGR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/CoronaMAG14,
author = {Igino Corona and
Davide Maiorca and
Davide Ariu and
Giorgio Giacinto},
editor = {Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Benjamin I. P. Rubinstein and
Gail{-}Joon Ahn},
title = {Lux0R: Detection of Malicious PDF-embedded JavaScript code through
Discriminant Analysis of {API} References},
booktitle = {Proceedings of the 2014 Workshop on Artificial Intelligent and Security
Workshop, AISec 2014, Scottsdale, AZ, USA, November 7, 2014},
pages = {47--57},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2666652.2666657},
doi = {10.1145/2666652.2666657},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/CoronaMAG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ManadhataYRH14,
author = {Pratyusa K. Manadhata and
Sandeep Yadav and
Prasad Rao and
William G. Horne},
editor = {Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Benjamin I. P. Rubinstein and
Gail{-}Joon Ahn},
title = {Detecting Malicious Domains via Graph Inference},
booktitle = {Proceedings of the 2014 Workshop on Artificial Intelligent and Security
Workshop, AISec 2014, Scottsdale, AZ, USA, November 7, 2014},
pages = {59--60},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2666652.2666659},
doi = {10.1145/2666652.2666659},
timestamp = {Mon, 11 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/ManadhataYRH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/MillerKABDHTJT14,
author = {Brad Miller and
Alex Kantchelian and
Sadia Afroz and
Rekha Bachwani and
Edwin Dauber and
Ling Huang and
Michael Carl Tschantz and
Anthony D. Joseph and
J. Doug Tygar},
editor = {Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Benjamin I. P. Rubinstein and
Gail{-}Joon Ahn},
title = {Adversarial Active Learning},
booktitle = {Proceedings of the 2014 Workshop on Artificial Intelligent and Security
Workshop, AISec 2014, Scottsdale, AZ, USA, November 7, 2014},
pages = {3--14},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2666652.2666656},
doi = {10.1145/2666652.2666656},
timestamp = {Tue, 12 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/MillerKABDHTJT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/NewellPXN14,
author = {Andrew Newell and
Rahul Potharaju and
Luojie Xiang and
Cristina Nita{-}Rotaru},
editor = {Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Benjamin I. P. Rubinstein and
Gail{-}Joon Ahn},
title = {On the Practicality of Integrity Attacks on Document-Level Sentiment
Analysis},
booktitle = {Proceedings of the 2014 Workshop on Artificial Intelligent and Security
Workshop, AISec 2014, Scottsdale, AZ, USA, November 7, 2014},
pages = {83--93},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2666652.2666661},
doi = {10.1145/2666652.2666661},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/NewellPXN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/WangT14,
author = {Xiao Wang and
Patrick Tague},
editor = {Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Benjamin I. P. Rubinstein and
Gail{-}Joon Ahn},
title = {Non-Invasive User Tracking via Passive Sensing: Privacy Risks of Time-Series
Occupancy Measurement},
booktitle = {Proceedings of the 2014 Workshop on Artificial Intelligent and Security
Workshop, AISec 2014, Scottsdale, AZ, USA, November 7, 2014},
pages = {113--124},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2666652.2666655},
doi = {10.1145/2666652.2666655},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/WangT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/WhalenBS14,
author = {Sean Whalen and
Nathaniel Boggs and
Salvatore J. Stolfo},
editor = {Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Benjamin I. P. Rubinstein and
Gail{-}Joon Ahn},
title = {Model Aggregation for Distributed Content Anomaly Detection},
booktitle = {Proceedings of the 2014 Workshop on Artificial Intelligent and Security
Workshop, AISec 2014, Scottsdale, AZ, USA, November 7, 2014},
pages = {61--71},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2666652.2666660},
doi = {10.1145/2666652.2666660},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/WhalenBS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/XiangWSP14,
author = {Junlong Xiang and
Magnus Westerlund and
Dusan Sovilj and
G{\"{o}}ran Pulkkis},
editor = {Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Benjamin I. P. Rubinstein and
Gail{-}Joon Ahn},
title = {Using extreme learning machine for intrusion detection in a big data
environment},
booktitle = {Proceedings of the 2014 Workshop on Artificial Intelligent and Security
Workshop, AISec 2014, Scottsdale, AZ, USA, November 7, 2014},
pages = {73--82},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2666652.2666664},
doi = {10.1145/2666652.2666664},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/XiangWSP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2014aisec,
editor = {Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Benjamin I. P. Rubinstein and
Gail{-}Joon Ahn},
title = {Proceedings of the 2014 Workshop on Artificial Intelligent and Security
Workshop, AISec 2014, Scottsdale, AZ, USA, November 7, 2014},
publisher = {{ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2666652},
isbn = {978-1-4503-3153-1},
timestamp = {Tue, 10 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/2014aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BiggioPBAPR13,
author = {Battista Biggio and
Ignazio Pillai and
Samuel Rota Bul{\`{o}} and
Davide Ariu and
Marcello Pelillo and
Fabio Roli},
editor = {Ahmad{-}Reza Sadeghi and
Blaine Nelson and
Christos Dimitrakakis and
Elaine Shi},
title = {Is data clustering in adversarial settings secure?},
booktitle = {AISec'13, Proceedings of the 2013 {ACM} Workshop on Artificial Intelligence
and Security, Co-located with {CCS} 2013, Berlin, Germany, November
4, 2013},
pages = {87--98},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2517312.2517321},
doi = {10.1145/2517312.2517321},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/BiggioPBAPR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BlockiBD13,
author = {Jeremiah Blocki and
Manuel Blum and
Anupam Datta},
editor = {Ahmad{-}Reza Sadeghi and
Blaine Nelson and
Christos Dimitrakakis and
Elaine Shi},
title = {{GOTCHA} password hackers!},
booktitle = {AISec'13, Proceedings of the 2013 {ACM} Workshop on Artificial Intelligence
and Security, Co-located with {CCS} 2013, Berlin, Germany, November
4, 2013},
pages = {25--34},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2517312.2517319},
doi = {10.1145/2517312.2517319},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/BlockiBD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Freeman13,
author = {David Mandell Freeman},
editor = {Ahmad{-}Reza Sadeghi and
Blaine Nelson and
Christos Dimitrakakis and
Elaine Shi},
title = {Using naive bayes to detect spammy names in social networks},
booktitle = {AISec'13, Proceedings of the 2013 {ACM} Workshop on Artificial Intelligence
and Security, Co-located with {CCS} 2013, Berlin, Germany, November
4, 2013},
pages = {3--12},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2517312.2517314},
doi = {10.1145/2517312.2517314},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Freeman13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/GasconYAR13,
author = {Hugo Gascon and
Fabian Yamaguchi and
Daniel Arp and
Konrad Rieck},
editor = {Ahmad{-}Reza Sadeghi and
Blaine Nelson and
Christos Dimitrakakis and
Elaine Shi},
title = {Structural detection of android malware using embedded call graphs},
booktitle = {AISec'13, Proceedings of the 2013 {ACM} Workshop on Artificial Intelligence
and Security, Co-located with {CCS} 2013, Berlin, Germany, November
4, 2013},
pages = {45--54},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2517312.2517315},
doi = {10.1145/2517312.2517315},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/GasconYAR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KantchelianAHIMTGJT13,
author = {Alex Kantchelian and
Sadia Afroz and
Ling Huang and
Aylin Caliskan Islam and
Brad Miller and
Michael Carl Tschantz and
Rachel Greenstadt and
Anthony D. Joseph and
J. D. Tygar},
editor = {Ahmad{-}Reza Sadeghi and
Blaine Nelson and
Christos Dimitrakakis and
Elaine Shi},
title = {Approaches to adversarial drift},
booktitle = {AISec'13, Proceedings of the 2013 {ACM} Workshop on Artificial Intelligence
and Security, Co-located with {CCS} 2013, Berlin, Germany, November
4, 2013},
pages = {99--110},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2517312.2517320},
doi = {10.1145/2517312.2517320},
timestamp = {Tue, 12 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/KantchelianAHIMTGJT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/LeontjevaGXYA13,
author = {Anna Leontjeva and
Mois{\'{e}}s Goldszmidt and
Yinglian Xie and
Fang Yu and
Mart{\'{\i}}n Abadi},
editor = {Ahmad{-}Reza Sadeghi and
Blaine Nelson and
Christos Dimitrakakis and
Elaine Shi},
title = {Early security classification of skype users via machine learning},
booktitle = {AISec'13, Proceedings of the 2013 {ACM} Workshop on Artificial Intelligence
and Security, Co-located with {CCS} 2013, Berlin, Germany, November
4, 2013},
pages = {35--44},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2517312.2517322},
doi = {10.1145/2517312.2517322},
timestamp = {Mon, 27 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/LeontjevaGXYA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/MenahemEAN13,
author = {Eitan Menahem and
Yuval Elovici and
Nir Amar and
Gabi Nakibly},
editor = {Ahmad{-}Reza Sadeghi and
Blaine Nelson and
Christos Dimitrakakis and
Elaine Shi},
title = {{ACTIDS:} an active strategy for detecting and localizing network
attacks},
booktitle = {AISec'13, Proceedings of the 2013 {ACM} Workshop on Artificial Intelligence
and Security, Co-located with {CCS} 2013, Berlin, Germany, November
4, 2013},
pages = {55--66},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2517312.2517323},
doi = {10.1145/2517312.2517323},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/MenahemEAN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Rieck13,
author = {Konrad Rieck},
editor = {Ahmad{-}Reza Sadeghi and
Blaine Nelson and
Christos Dimitrakakis and
Elaine Shi},
title = {Off the beaten path: machine learning for offensive security},
booktitle = {AISec'13, Proceedings of the 2013 {ACM} Workshop on Artificial Intelligence
and Security, Co-located with {CCS} 2013, Berlin, Germany, November
4, 2013},
pages = {1--2},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2517312.2517313},
doi = {10.1145/2517312.2517313},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Rieck13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SinhaLB13,
author = {Arunesh Sinha and
Yan Li and
Lujo Bauer},
editor = {Ahmad{-}Reza Sadeghi and
Blaine Nelson and
Christos Dimitrakakis and
Elaine Shi},
title = {What you want is not what you get: predicting sharing policies for
text-based content on facebook},
booktitle = {AISec'13, Proceedings of the 2013 {ACM} Workshop on Artificial Intelligence
and Security, Co-located with {CCS} 2013, Berlin, Germany, November
4, 2013},
pages = {13--24},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2517312.2517317},
doi = {10.1145/2517312.2517317},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SinhaLB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/StevensL13,
author = {David Stevens and
Daniel Lowd},
editor = {Ahmad{-}Reza Sadeghi and
Blaine Nelson and
Christos Dimitrakakis and
Elaine Shi},
title = {On the hardness of evading combinations of linear classifiers},
booktitle = {AISec'13, Proceedings of the 2013 {ACM} Workshop on Artificial Intelligence
and Security, Co-located with {CCS} 2013, Berlin, Germany, November
4, 2013},
pages = {77--86},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2517312.2517318},
doi = {10.1145/2517312.2517318},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/StevensL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/WressneggerSAR13,
author = {Christian Wressnegger and
Guido Schwenk and
Daniel Arp and
Konrad Rieck},
editor = {Ahmad{-}Reza Sadeghi and
Blaine Nelson and
Christos Dimitrakakis and
Elaine Shi},
title = {A close look on \emph{n}-grams in intrusion detection: anomaly detection
vs. classification},
booktitle = {AISec'13, Proceedings of the 2013 {ACM} Workshop on Artificial Intelligence
and Security, Co-located with {CCS} 2013, Berlin, Germany, November
4, 2013},
pages = {67--76},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2517312.2517316},
doi = {10.1145/2517312.2517316},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/WressneggerSAR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2013aisec,
editor = {Ahmad{-}Reza Sadeghi and
Blaine Nelson and
Christos Dimitrakakis and
Elaine Shi},
title = {AISec'13, Proceedings of the 2013 {ACM} Workshop on Artificial Intelligence
and Security, Co-located with {CCS} 2013, Berlin, Germany, November
4, 2013},
publisher = {{ACM}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2517312},
isbn = {978-1-4503-2488-5},
timestamp = {Tue, 10 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/2013aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AndersonSL12,
author = {Blake Anderson and
Curtis B. Storlie and
Terran Lane},
editor = {Ting Yu and
V. N. Venkatakrishan and
Apu Kapadia},
title = {Improving malware classification: bridging the static/dynamic gap},
booktitle = {Proceedings of the 5th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2012, Raleigh, NC, USA, October 19, 2012},
pages = {3--14},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2381896.2381900},
doi = {10.1145/2381896.2381900},
timestamp = {Tue, 12 Apr 2022 13:28:49 +0200},
biburl = {https://dblp.org/rec/conf/ccs/AndersonSL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ChouLC12,
author = {Jung{-}Wei Chou and
Shou{-}De Lin and
Chen{-}Mou Cheng},
editor = {Ting Yu and
V. N. Venkatakrishan and
Apu Kapadia},
title = {On the effectiveness of using state-of-the-art machine learning techniques
to launch cryptographic distinguishing attacks},
booktitle = {Proceedings of the 5th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2012, Raleigh, NC, USA, October 19, 2012},
pages = {105--110},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2381896.2381912},
doi = {10.1145/2381896.2381912},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ChouLC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Gu12,
author = {Guofei Gu},
editor = {Ting Yu and
V. N. Venkatakrishan and
Apu Kapadia},
title = {Machine learning meets social networking security: detecting and analyzing
malicious social networks for fun and profit},
booktitle = {Proceedings of the 5th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2012, Raleigh, NC, USA, October 19, 2012},
pages = {1--2},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2381896.2381898},
doi = {10.1145/2381896.2381898},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Gu12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KantchelianMHAJT12,
author = {Alex Kantchelian and
Justin Ma and
Ling Huang and
Sadia Afroz and
Anthony D. Joseph and
J. D. Tygar},
editor = {Ting Yu and
V. N. Venkatakrishan and
Apu Kapadia},
title = {Robust detection of comment spam using entropy rate},
booktitle = {Proceedings of the 5th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2012, Raleigh, NC, USA, October 19, 2012},
pages = {59--70},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2381896.2381907},
doi = {10.1145/2381896.2381907},
timestamp = {Tue, 12 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/KantchelianMHAJT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KruegerGKR12,
author = {Tammo Krueger and
Hugo Gascon and
Nicole Kr{\"{a}}mer and
Konrad Rieck},
editor = {Ting Yu and
V. N. Venkatakrishan and
Apu Kapadia},
title = {Learning stateful models for network honeypots},
booktitle = {Proceedings of the 5th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2012, Raleigh, NC, USA, October 19, 2012},
pages = {37--48},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2381896.2381904},
doi = {10.1145/2381896.2381904},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/KruegerGKR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SawayaKY12,
author = {Yukiko Sawaya and
Ayumu Kubota and
Akira Yamada},
editor = {Ting Yu and
V. N. Venkatakrishan and
Apu Kapadia},
title = {Understanding the time-series behavioral characteristics of evolutionally
advanced email spammers},
booktitle = {Proceedings of the 5th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2012, Raleigh, NC, USA, October 19, 2012},
pages = {71--80},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2381896.2381908},
doi = {10.1145/2381896.2381908},
timestamp = {Fri, 20 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SawayaKY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SchuttKBR12,
author = {Kristof Sch{\"{u}}tt and
Marius Kloft and
Alexander Bikadorov and
Konrad Rieck},
editor = {Ting Yu and
V. N. Venkatakrishan and
Apu Kapadia},
title = {Early detection of malicious behavior in JavaScript code},
booktitle = {Proceedings of the 5th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2012, Raleigh, NC, USA, October 19, 2012},
pages = {15--24},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2381896.2381901},
doi = {10.1145/2381896.2381901},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SchuttKBR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SchwenkBKR12,
author = {Guido Schwenk and
Alexander Bikadorov and
Tammo Krueger and
Konrad Rieck},
editor = {Ting Yu and
V. N. Venkatakrishan and
Apu Kapadia},
title = {Autonomous learning for detection of JavaScript attacks: vision or
reality?},
booktitle = {Proceedings of the 5th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2012, Raleigh, NC, USA, October 19, 2012},
pages = {93--104},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2381896.2381911},
doi = {10.1145/2381896.2381911},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SchwenkBKR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SinghWL12,
author = {Anshuman Singh and
Andrew Walenstein and
Arun Lakhotia},
editor = {Ting Yu and
V. N. Venkatakrishan and
Apu Kapadia},
title = {Tracking concept drift in malware families},
booktitle = {Proceedings of the 5th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2012, Raleigh, NC, USA, October 19, 2012},
pages = {81--92},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2381896.2381910},
doi = {10.1145/2381896.2381910},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SinghWL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SymonsB12,
author = {Christopher T. Symons and
Justin M. Beaver},
editor = {Ting Yu and
V. N. Venkatakrishan and
Apu Kapadia},
title = {Nonparametric semi-supervised learning for network intrusion detection:
combining performance improvements with realistic in-situ training},
booktitle = {Proceedings of the 5th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2012, Raleigh, NC, USA, October 19, 2012},
pages = {49--58},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2381896.2381905},
doi = {10.1145/2381896.2381905},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SymonsB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ThiS12,
author = {Hoi Le Thi and
Reihaneh Safavi{-}Naini},
editor = {Ting Yu and
V. N. Venkatakrishan and
Apu Kapadia},
title = {An information theoretic framework for web inference detection},
booktitle = {Proceedings of the 5th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2012, Raleigh, NC, USA, October 19, 2012},
pages = {25--36},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2381896.2381902},
doi = {10.1145/2381896.2381902},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ThiS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2012aisec,
editor = {Ting Yu and
V. N. Venkatakrishan and
Apu Kapadia},
title = {Proceedings of the 5th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2012, Raleigh, NC, USA, October 19, 2012},
publisher = {{ACM}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2381896},
isbn = {978-1-4503-1664-4},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/2012aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AriuGR11,
author = {Davide Ariu and
Giorgio Giacinto and
Fabio Roli},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {Machine learning in computer forensics (and the lessons learned from
machine learning in computer security)},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {99--104},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046700},
doi = {10.1145/2046684.2046700},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/AriuGR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BannurSS11,
author = {Sushma Nagesh Bannur and
Lawrence K. Saul and
Stefan Savage},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {Judging a site by its content: learning the textual, structural, and
visual features of malicious web pages},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {1--10},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046686},
doi = {10.1145/2046684.2046686},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/BannurSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Cock11,
author = {David A. Cock},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {Exploitation as an inference problem},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {105--106},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046702},
doi = {10.1145/2046684.2046702},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/Cock11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/HuangJNRT11,
author = {Ling Huang and
Anthony D. Joseph and
Blaine Nelson and
Benjamin I. P. Rubinstein and
J. D. Tygar},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {Adversarial machine learning},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {43--58},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046692},
doi = {10.1145/2046684.2046692},
timestamp = {Tue, 12 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/HuangJNRT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KaranthLNVLS11,
author = {Sandeep Karanth and
Srivatsan Laxman and
Prasad Naldurg and
Ramarathnam Venkatesan and
John Lambert and
Jinwook Shin},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {{ZDVUE:} prioritization of javascript attacks to discover new vulnerabilities},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {31--42},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046690},
doi = {10.1145/2046684.2046690},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/KaranthLNVLS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KimMVS11,
author = {Do{-}kyum Kim and
Marti Motoyama and
Geoffrey M. Voelker and
Lawrence K. Saul},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {Topic modeling of freelance job postings to monitor web service abuse},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {11--20},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046687},
doi = {10.1145/2046684.2046687},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/KimMVS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Morel11,
author = {Benoit Morel},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {Artificial intelligence and the future of cybersecurity},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {93--98},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046699},
doi = {10.1145/2046684.2046699},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Morel11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/NatarajYPZ11,
author = {Lakshmanan Nataraj and
Vinod Yegneswaran and
Phillip A. Porras and
Jian Zhang},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {A comparative assessment of malware classification using binary texture
analysis and dynamic analysis},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {21--30},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046689},
doi = {10.1145/2046684.2046689},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/NatarajYPZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/NelsonBL11,
author = {Blaine Nelson and
Battista Biggio and
Pavel Laskov},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {Understanding the risk factors of learning in adversarial environments},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {87--92},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046698},
doi = {10.1145/2046684.2046698},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/NelsonBL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SarrauteRO11,
author = {Carlos Sarraute and
Gerardo Richarte and
Jorge Luc{\'{a}}ngeli Obes},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {An algorithm to find optimal attack paths in nondeterministic scenarios},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {71--80},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046695},
doi = {10.1145/2046684.2046695},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SarrauteRO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Shirali-ShahrezaS11,
author = {Sajad Shirali{-}Shahreza and
Mohammad Hassan Shirali{-}Shahreza},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {Categorizing {CAPTCHA}},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {107--108},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046703},
doi = {10.1145/2046684.2046703},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Shirali-ShahrezaS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Shirali-ShahrezaS11a,
author = {Sajad Shirali{-}Shahreza and
Mohammad Hassan Shirali{-}Shahreza},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {Accessibility of {CAPTCHA} methods},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {109--110},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046704},
doi = {10.1145/2046684.2046704},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/Shirali-ShahrezaS11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/SinghSWL11,
author = {Anshuman Singh and
Sumi Singh and
Andrew Walenstein and
Arun Lakhotia},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {On deployable adversarial classification models},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {113--114},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046706},
doi = {10.1145/2046684.2046706},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/SinghSWL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Turan11,
author = {Meltem S{\"{o}}nmez Turan},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {Evolutionary construction of de bruijn sequences},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {81--86},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046696},
doi = {10.1145/2046684.2046696},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Turan11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/WangS11,
author = {Qifan Wang and
Luo Si},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {A robust one-class bayesian approach for masquerade detection},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {111--112},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046705},
doi = {10.1145/2046684.2046705},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/WangS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ZomlotSLOR11,
author = {Loai Zomlot and
Sathya Chandran Sundaramurthy and
Kui Luo and
Xinming Ou and
Siva Raj Rajagopalan},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {Prioritizing intrusion analysis using Dempster-Shafer theory},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {59--70},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046694},
doi = {10.1145/2046684.2046694},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ZomlotSLOR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2011aisec,
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
publisher = {{ACM}},
year = {2011},
url = {http://dl.acm.org/citation.cfm?id=2046684},
isbn = {978-1-4503-1003-1},
timestamp = {Tue, 10 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/2011aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AhmedHSF09,
author = {Faraz Ahmed and
Haider Hameed and
M. Zubair Shafiq and
Muddassar Farooq},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Using spatio-temporal information in {API} calls with machine learning
algorithms for malware detection},
booktitle = {Proceedings of the 2nd {ACM} Workshop on Security and Artificial Intelligence,
AISec 2009, Chicago, Illinois, USA, November 9, 2009},
pages = {55--62},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1654988.1655003},
doi = {10.1145/1654988.1655003},
timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/AhmedHSF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ChangD09,
author = {Su Chang and
Thomas E. Daniels},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {{P2P} botnet detection using behavior clustering {\&} statistical
tests},
booktitle = {Proceedings of the 2nd {ACM} Workshop on Security and Artificial Intelligence,
AISec 2009, Chicago, Illinois, USA, November 9, 2009},
pages = {23--30},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1654988.1654996},
doi = {10.1145/1654988.1654996},
timestamp = {Wed, 11 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ChangD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Danezis09,
author = {George Danezis},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Inferring privacy policies for social networking services},
booktitle = {Proceedings of the 2nd {ACM} Workshop on Security and Artificial Intelligence,
AISec 2009, Chicago, Illinois, USA, November 9, 2009},
pages = {5--10},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1654988.1654991},
doi = {10.1145/1654988.1654991},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Danezis09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/GornitzKRB09,
author = {Nico G{\"{o}}rnitz and
Marius Kloft and
Konrad Rieck and
Ulf Brefeld},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Active learning for network intrusion detection},
booktitle = {Proceedings of the 2nd {ACM} Workshop on Security and Artificial Intelligence,
AISec 2009, Chicago, Illinois, USA, November 9, 2009},
pages = {47--54},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1654988.1655002},
doi = {10.1145/1654988.1655002},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/GornitzKRB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/GreenstadtAB09,
author = {Rachel Greenstadt and
Sadia Afroz and
Michael Brennan},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Mixed-initiative security agents},
booktitle = {Proceedings of the 2nd {ACM} Workshop on Security and Artificial Intelligence,
AISec 2009, Chicago, Illinois, USA, November 9, 2009},
pages = {35--38},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1654988.1654999},
doi = {10.1145/1654988.1654999},
timestamp = {Wed, 28 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/GreenstadtAB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Hogg09,
author = {Tad Hogg},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Security challenges for reputation mechanisms using online social
networks},
booktitle = {Proceedings of the 2nd {ACM} Workshop on Security and Artificial Intelligence,
AISec 2009, Chicago, Illinois, USA, November 9, 2009},
pages = {31--34},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1654988.1654998},
doi = {10.1145/1654988.1654998},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Hogg09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Jakobsson09,
author = {Markus Jakobsson},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Captcha-free throttling},
booktitle = {Proceedings of the 2nd {ACM} Workshop on Security and Artificial Intelligence,
AISec 2009, Chicago, Illinois, USA, November 9, 2009},
pages = {15--22},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1654988.1654994},
doi = {10.1145/1654988.1654994},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Jakobsson09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/LaskovK09,
author = {Pavel Laskov and
Marius Kloft},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {A framework for quantitative security analysis of machine learning},
booktitle = {Proceedings of the 2nd {ACM} Workshop on Security and Artificial Intelligence,
AISec 2009, Chicago, Illinois, USA, November 9, 2009},
pages = {1--4},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1654988.1654990},
doi = {10.1145/1654988.1654990},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/LaskovK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Staddon09,
author = {Jessica Staddon},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Finding "hidden" connections on linkedIn an argument for more pragmatic
social network privacy},
booktitle = {Proceedings of the 2nd {ACM} Workshop on Security and Artificial Intelligence,
AISec 2009, Chicago, Illinois, USA, November 9, 2009},
pages = {11--14},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1654988.1654992},
doi = {10.1145/1654988.1654992},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Staddon09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/StavrouCLS09,
author = {Angelos Stavrou and
Gabriela F. Cretu{-}Ciocarlie and
Michael E. Locasto and
Salvatore J. Stolfo},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Keep your friends close: the necessity for updating an anomaly sensor
with legitimate environment changes},
booktitle = {Proceedings of the 2nd {ACM} Workshop on Security and Artificial Intelligence,
AISec 2009, Chicago, Illinois, USA, November 9, 2009},
pages = {39--46},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1654988.1655000},
doi = {10.1145/1654988.1655000},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/StavrouCLS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2009aisec,
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Proceedings of the 2nd {ACM} Workshop on Security and Artificial Intelligence,
AISec 2009, Chicago, Illinois, USA, November 9, 2009},
publisher = {{ACM}},
year = {2009},
isbn = {978-1-60558-781-3},
timestamp = {Tue, 10 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/2009aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BarrenoBCJNRST08,
author = {Marco Barreno and
Peter L. Bartlett and
Fuching Jack Chi and
Anthony D. Joseph and
Blaine Nelson and
Benjamin I. P. Rubinstein and
Udam Saini and
J. Doug Tygar},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Open problems in the security of learning},
booktitle = {Proceedings of the 1st {ACM} Workshop on Security and Artificial Intelligence,
AISec 2008, Alexandria, VA, USA, October 27, 2008},
pages = {19--26},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1456377.1456382},
doi = {10.1145/1456377.1456382},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/BarrenoBCJNRST08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BerralPAGTP08,
author = {Josep Lluis Berral and
Nicol{\'{a}}s Poggi and
Javier Alonso and
Ricard Gavald{\`{a}} and
Jordi Torres and
Manish Parashar},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Adaptive distributed mechanism against flooding network attacks based
on machine learning},
booktitle = {Proceedings of the 1st {ACM} Workshop on Security and Artificial Intelligence,
AISec 2008, Alexandria, VA, USA, October 27, 2008},
pages = {43--50},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1456377.1456389},
doi = {10.1145/1456377.1456389},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/BerralPAGTP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ChatterjeeAP08,
author = {Krishnendu Chatterjee and
Luca de Alfaro and
Ian Pye},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Robust content-driven reputation},
booktitle = {Proceedings of the 1st {ACM} Workshop on Security and Artificial Intelligence,
AISec 2008, Alexandria, VA, USA, October 27, 2008},
pages = {33--42},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1456377.1456387},
doi = {10.1145/1456377.1456387},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ChatterjeeAP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Clifton08,
author = {Christopher W. Clifton},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Opportunities for private and secure machine learning},
booktitle = {Proceedings of the 1st {ACM} Workshop on Security and Artificial Intelligence,
AISec 2008, Alexandria, VA, USA, October 27, 2008},
pages = {31--32},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1456377.1456385},
doi = {10.1145/1456377.1456385},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Clifton08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/DaherC08,
author = {Waseem Daher and
Ran Canetti},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {{POSH:} a generalized captcha with security applications},
booktitle = {Proceedings of the 1st {ACM} Workshop on Security and Artificial Intelligence,
AISec 2008, Alexandria, VA, USA, October 27, 2008},
pages = {1--10},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1456377.1456379},
doi = {10.1145/1456377.1456379},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/DaherC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/GreenstadtB08,
author = {Rachel Greenstadt and
Jacob Beal},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Cognitive security for personal devices},
booktitle = {Proceedings of the 1st {ACM} Workshop on Security and Artificial Intelligence,
AISec 2008, Alexandria, VA, USA, October 27, 2008},
pages = {27--30},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1456377.1456383},
doi = {10.1145/1456377.1456383},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/GreenstadtB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KelleyDSC08,
author = {Patrick Gage Kelley and
Paul Hankes Drielsma and
Norman M. Sadeh and
Lorrie Faith Cranor},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {User-controllable learning of security and privacy policies},
booktitle = {Proceedings of the 1st {ACM} Workshop on Security and Artificial Intelligence,
AISec 2008, Alexandria, VA, USA, October 27, 2008},
pages = {11--18},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1456377.1456380},
doi = {10.1145/1456377.1456380},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/KelleyDSC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/KloftBDGL08,
author = {Marius Kloft and
Ulf Brefeld and
Patrick D{\"{u}}ssel and
Christian Gehl and
Pavel Laskov},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Automatic feature selection for anomaly detection},
booktitle = {Proceedings of the 1st {ACM} Workshop on Security and Artificial Intelligence,
AISec 2008, Alexandria, VA, USA, October 27, 2008},
pages = {71--76},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1456377.1456395},
doi = {10.1145/1456377.1456395},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/KloftBDGL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/Landwehr08,
author = {Carl E. Landwehr},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Cyber security and artificial intelligence: from fixing the plumbing
to smart water},
booktitle = {Proceedings of the 1st {ACM} Workshop on Security and Artificial Intelligence,
AISec 2008, Alexandria, VA, USA, October 27, 2008},
pages = {51--52},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1456377.1456391},
doi = {10.1145/1456377.1456391},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/Landwehr08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ZhouI08,
author = {Yan Zhou and
W. Meador Inge},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Malware detection using adaptive data compression},
booktitle = {Proceedings of the 1st {ACM} Workshop on Security and Artificial Intelligence,
AISec 2008, Alexandria, VA, USA, October 27, 2008},
pages = {53--60},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1456377.1456393},
doi = {10.1145/1456377.1456393},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ZhouI08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ZurutuzaUZ08,
author = {Urko Zurutuza and
Roberto Uribeetxeberria and
Diego Zamboni},
editor = {Dirk Balfanz and
Jessica Staddon},
title = {A data mining approach for analysis of worm activity through automatic
signature generation},
booktitle = {Proceedings of the 1st {ACM} Workshop on Security and Artificial Intelligence,
AISec 2008, Alexandria, VA, USA, October 27, 2008},
pages = {61--70},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1456377.1456394},
doi = {10.1145/1456377.1456394},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/ZurutuzaUZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccs/2008aisec,
editor = {Dirk Balfanz and
Jessica Staddon},
title = {Proceedings of the 1st {ACM} Workshop on Security and Artificial Intelligence,
AISec 2008, Alexandria, VA, USA, October 27, 2008},
publisher = {{ACM}},
year = {2008},
isbn = {978-1-60558-291-7},
timestamp = {Tue, 10 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/2008aisec.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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