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ORCIDSamuel Marchal
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2020 – today
- 2024
[c31]Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage
, Samuel Marchal, Mika Ylianttila:
Robust Aggregation Technique Against Poisoning Attacks in Multi-Stage Federated Learning Applications. CCNC 2024: 956-962- [c30]Shen Wang, Chamara Sandeepa, Thulitha Senevirathna, Bartlomiej Siniarski, Manh-Dung Nguyen, Samuel Marchal, Madhusanka Liyanage:
Towards Accountable and Resilient AI-Assisted Networks: Case Studies and Future Challenges. EuCNC/6G Summit 2024: 818-823 - [c29]Abdul-Rasheed Ottun, Rasinthe Marasinghe, Toluwani Elemosho, Mohan Liyanage, Mohamad Ragab, Prachi Bagave, Marcus Westberg, Mehrdad Asadi, Michell Boerger, Chamara Sandeepa, Thulitha Senevirathna, Bartlomiej Siniarski, Madhusanka Liyanage, Vinh Hoa La, Manh-Dung Nguyen, Edgardo Montes de Oca, Tessa Oomen, João Fernando Ferreira Gonçalves, Illija Tanaskovic, Sasa Klopanovic, Nicolas Kourtellis, Claudio Soriente, Jason Pridmore, Ana Rosa Cavalli, Drasko Draskovic, Samuel Marchal, Shen Wang, David Solans Noguero, Nikolay Tcholtchev, Aaron Yi Ding, Huber Flores:
The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications. ICDCS 2024: 947-959 - [c28]Abdul-Rasheed Ottun, Rasinthe Marasinghe, Toluwani Elemosho, Mohan Liyanage, Ashfaq Hussain Ahmed, Michell Boerger, Chamara Sandeepa, Thulitha Senevirathna, Vinh Hoa La, Manh-Dung Nguyen, Claudio Soriente, Samuel Marchal, Shen Wang, David Solans Noguero, Nikolay Tcholtchev, Aaron Yi Ding, Huber Flores:
SPATIAL: Practical AI Trustworthiness with Human Oversight. ICDCS 2024: 1427-1430 - 2023
- [j7]Bernd Carsten Stahl, Josephina Antoniou, Nitika Bhalla, Laurence D. Brooks, Philip Jansen, Blerta Lindqvist, Alexey Kirichenko, Samuel Marchal, Rowena Rodrigues, Nicole Santiago, Zuzanna Warso, David Wright:
A systematic review of artificial intelligence impact assessments. Artif. Intell. Rev. 56(11): 12799-12831 (2023) - 2022
- [c27]Buse G. A. Tekgul, Shelly Wang, Samuel Marchal, N. Asokan:
Real-Time Adversarial Perturbations Against Deep Reinforcement Learning Policies: Attacks and Defenses. ESORICS (3) 2022: 384-404 - [c26]Thien Duc Nguyen, Phillip Rieger, Huili Chen, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Shaza Zeitouni, Farinaz Koushanfar, Ahmad-Reza Sadeghi, Thomas Schneider:
FLAME: Taming Backdoors in Federated Learning. USENIX Security Symposium 2022: 1415-1432 - [i14]Thulitha Senevirathna, Zujany Salazar, Vinh Hoa La, Samuel Marchal, Bartlomiej Siniarski, Madhusanka Liyanage, Shen Wang:
A Survey on XAI for Beyond 5G Security: Technical Aspects, Use Cases, Challenges and Research Directions. CoRR abs/2204.12822 (2022) - 2021
- [j6]Carmen Camara, Pedro Peris-Lopez, José María de Fuentes, Samuel Marchal:
Access Control for Implantable Medical Devices. IEEE Trans. Emerg. Top. Comput. 9(3): 1126-1138 (2021) - [c25]Logan Blue, Samuel Marchal, Patrick Traynor, N. Asokan:
Lux: Enabling Ephemeral Authorization for Display-Limited IoT Devices. IoTDI 2021: 15-27 - [c24]Sebastian Szyller, Buse Gul Atli, Samuel Marchal, N. Asokan:
DAWN: Dynamic Adversarial Watermarking of Neural Networks. ACM Multimedia 2021: 4417-4425 - [c23]Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni:
SAFELearn: Secure Aggregation for private FEderated Learning. SP (Workshops) 2021: 56-62 - [c22]Buse G. A. Tekgul, Yuxi Xia, Samuel Marchal, N. Asokan:
WAFFLE: Watermarking in Federated Learning. SRDS 2021: 310-320 - [i13]Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni:
FLGUARD: Secure and Private Federated Learning. CoRR abs/2101.02281 (2021) - [i12]Buse G. A. Tekgul, Shelly Wang, Samuel Marchal, N. Asokan:
Real-time Attacks Against Deep Reinforcement Learning Policies. CoRR abs/2106.08746 (2021) - [i11]Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni:
FLGUARD: Secure and Private Federated Learning. IACR Cryptol. ePrint Arch. 2021: 25 (2021) - [i10]Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni:
SAFELearn: Secure Aggregation for private FEderated Learning. IACR Cryptol. ePrint Arch. 2021: 386 (2021) - 2020
- [i9]Buse Gul Atli, Yuxi Xia, Samuel Marchal, N. Asokan:
WAFFLE: Watermarking in Federated Learning. CoRR abs/2008.07298 (2020)
2010 – 2019
- 2019
- [j5]César Bernardini, Samuel Marchal, Muhammad Rizwan Asghar, Bruno Crispo:
PrivICN: Privacy-preserving content retrieval in information-centric networking. Comput. Networks 149: 13-28 (2019) - [j4]Samuel Marchal, Markus Miettinen, Thien Duc Nguyen, Ahmad-Reza Sadeghi, N. Asokan:
AuDI: Toward Autonomous IoT Device-Type Identification Using Periodic Communication. IEEE J. Sel. Areas Commun. 37(6): 1402-1412 (2019) - [c21]Samuel Marchal, Sebastian Szyller:
Detecting organized eCommerce fraud using scalable categorical clustering. ACSAC 2019: 215-228 - [c20]Mika Juuti, Sebastian Szyller, Samuel Marchal, N. Asokan:
PRADA: Protecting Against DNN Model Stealing Attacks. EuroS&P 2019: 512-527 - [c19]Thien Duc Nguyen, Samuel Marchal, Markus Miettinen, Hossein Fereidooni, N. Asokan, Ahmad-Reza Sadeghi:
DÏoT: A Federated Self-learning Anomaly Detection System for IoT. ICDCS 2019: 756-767 - [i8]Sebastian Szyller, Buse Gul Atli, Samuel Marchal, N. Asokan:
DAWN: Dynamic Adversarial Watermarking of Neural Networks. CoRR abs/1906.00830 (2019) - [i7]Samuel Marchal, Sebastian Szyller:
Detecting organized eCommerce fraud using scalable categorical clustering. CoRR abs/1910.04514 (2019) - [i6]Buse Gul Atli, Sebastian Szyller, Mika Juuti, Samuel Marchal, N. Asokan:
Extraction of Complex DNN Models: Real Threat or Boogeyman? CoRR abs/1910.05429 (2019) - 2018
- [c18]Md Sakib Nizam Khan, Samuel Marchal, Sonja Buchegger, N. Asokan:
chownIoT: Enhancing IoT Privacy by Automated Handling of Ownership Change. Privacy and Identity Management 2018: 205-221 - [c17]Samuel Marchal, N. Asokan:
On Designing and Evaluating Phishing Webpage Detection Techniques for the Real World. CSET @ USENIX Security Symposium 2018 - [i5]Thien Duc Nguyen, Samuel Marchal, Markus Miettinen, Minh Hoang Dang, N. Asokan, Ahmad-Reza Sadeghi:
DÏoT: A Crowdsourced Self-learning Approach for Detecting Compromised IoT Devices. CoRR abs/1804.07474 (2018) - [i4]Mika Juuti, Sebastian Szyller, Alexey Dmitrenko, Samuel Marchal, N. Asokan:
PRADA: Protecting against DNN Model Stealing Attacks. CoRR abs/1805.02628 (2018) - 2017
- [j3]Samuel Marchal, Giovanni Armano, Tommi Grondahl, Kalle Saari, Nidhi Singh, N. Asokan:
Off-the-Hook: An Efficient and Usable Client-Side Phishing Prevention Application. IEEE Trans. Computers 66(10): 1717-1733 (2017) - [c16]Markus Miettinen, Samuel Marchal, Ibbad Hafeez, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma:
IoT SENTINEL: Automated Device-Type Identification for Security Enforcement in IoT. ICDCS 2017: 2177-2184 - [c15]Radek Tomsu, Samuel Marchal, N. Asokan:
Profiling Users by Modeling Web Transactions. ICDCS 2017: 2399-2404 - [c14]Markus Miettinen, Samuel Marchal, Ibbad Hafeez, Tommaso Frassetto, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma:
IoT Sentinel Demo: Automated Device-Type Identification for Security Enforcement in IoT. ICDCS 2017: 2511-2514 - [c13]Salvatore Signorello, Samuel Marchal, Jérôme François, Olivier Festor, Radu State:
Advanced interest flooding attacks in named-data networking. NCA 2017: 1-10 - [i3]Radek Tomsu, Samuel Marchal, N. Asokan:
Profiling Users by Modeling Web Transactions. CoRR abs/1703.09745 (2017) - 2016
- [c12]Christian A. Hammerschmidt, Samuel Marchal, Radu State, Sicco Verwer:
Behavioral clustering of non-stationary IP flow record data. CNSM 2016: 297-301 - [c11]Samuel Marchal, Kalle Saari, Nidhi Singh, N. Asokan:
Know Your Phish: Novel Techniques for Detecting Phishing Sites and Their Targets. ICDCS 2016: 323-333 - [c10]Giovanni Armano, Samuel Marchal, N. Asokan:
Real-Time Client-Side Phishing Prevention Add-On. ICDCS 2016: 777-778 - [c9]Christian A. Hammerschmidt, Samuel Marchal, Radu State, Gaetano Pellegrino, Sicco Verwer:
Efficient Learning of Communication Profiles from IP Flow Records. LCN 2016: 559-562 - [i2]Markus Miettinen, Samuel Marchal, Ibbad Hafeez, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma:
IoT Sentinel: Automated Device-Type Identification for Security Enforcement in IoT. CoRR abs/1611.04880 (2016) - 2015
- [b1]Samuel Marchal:
DNS and Semantic Analysis for Phishing Detection ; Analyse du DNS et Analyse Sémantique pour la Détection de l'Hameçonnage. University of Luxembourg, 2015 - [j2]Samuel Marchal, Anil Mehta, Vijay K. Gurbani, Radu State, Tin Kam Ho, Flavia Sancier-Barbosa:
Mitigating Mimicry Attacks Against the Session Initiation Protocol. IEEE Trans. Netw. Serv. Manag. 12(3): 467-482 (2015) - [i1]Samuel Marchal, Kalle Saari, Nidhi Singh, N. Asokan:
Know Your Phish: Novel Techniques for Detecting Phishing Sites and their Targets. CoRR abs/1510.06501 (2015) - 2014
- [j1]Samuel Marchal, Jérôme François, Radu State, Thomas Engel:
PhishStorm: Detecting Phishing With Streaming Analytics. IEEE Trans. Netw. Serv. Manag. 11(4): 458-471 (2014) - [c8]Samuel Marchal, Xiuyan Jiang, Radu State, Thomas Engel:
A Big Data Architecture for Large Scale Security Monitoring. BigData Congress 2014: 56-63 - [c7]Samuel Marchal, Jérôme François, Radu State, Thomas Engel:
PhishScore: Hacking phishers' minds. CNSM 2014: 46-54 - 2013
- [c6]Quentin Jérome, Samuel Marchal, Radu State, Thomas Engel:
Advanced Detection Tool for PDF Threats. DPM/SETOP 2013: 300-315 - 2012
- [c5]Samuel Marchal, Thomas Engel:
Large Scale DNS Analysis. AIMS 2012: 151-154 - [c4]Samuel Marchal, Jérôme François, Cynthia Wagner, Thomas Engel:
Semantic Exploration of DNS. Networking (1) 2012: 370-384 - [c3]Samuel Marchal, Jérôme François, Cynthia Wagner, Radu State, Alexandre Dulaunoy, Thomas Engel, Olivier Festor:
DNSSM: A large scale passive DNS security monitoring framework. NOMS 2012: 988-993 - [c2]Samuel Marchal, Jérôme François, Radu State, Thomas Engel:
Proactive Discovery of Phishing Related Domain Names. RAID 2012: 190-209 - [c1]Samuel Marchal, Jérôme François, Radu State, Thomas Engel:
Semantic based DNS forensics. WIFS 2012: 91-96
Coauthor Index
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last updated on 2024-10-25 21:18 CEST by the dblp team
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