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2020 – today
- 2024
[j4]Quentin Le Roux
, Eric Bourbao, Yannick Teglia, Kassem Kallas:
A Comprehensive Survey on Backdoor Attacks and Their Defenses in Face Recognition Systems. IEEE Access 12: 47433-47468 (2024)- [j3]Kassem Kallas, Quentin Le Roux, Wassim Hamidouche, Teddy Furon:
Strategic safeguarding: A game theoretic approach for analyzing attacker-defender behavior in DNN backdoors. EURASIP J. Inf. Secur. 2024(1): 32 (2024) - [c13]Quentin Le Roux, Kassem Kallas, Teddy Furon:
A Double-Edged Sword: The Power of Two in Defending Against DNN Backdoor Attacks. EUSIPCO 2024: 2007-2011 - [c12]Quentin Le Roux, Kassem Kallas, Teddy Furon:
REStore: Exploring a Black-Box Defense against DNN Backdoors using Rare Event Simulation. SaTML 2024: 286-308 - [i9]Kassem Kallas:
Deep Learning for Resilient Adversarial Decision Fusion in Byzantine Networks. CoRR abs/2412.12739 (2024) - 2023
- [c11]Kassem Kallas, Teddy Furon:
Mixer: DNN Watermarking using Image Mixup. ICASSP 2023: 1-5 - 2022
- [c10]Thao T. Nguyen, Raied Caromi, Kassem Kallas, Michael R. Souryal:
Deep Learning for Path Loss Prediction in the 3.5 GHz CBRS Spectrum Band. WCNC 2022: 1665-1670 - [c9]Kassem Kallas, Teddy Furon:
ROSE: A RObust and SEcure DNN Watermarking. WIFS 2022: 1-6 - [i8]Kassem Kallas, Teddy Furon:
ROSE: A RObust and SEcure DNN Watermarking. CoRR abs/2206.11024 (2022) - [i7]Kassem Kallas, Teddy Furon:
Mixer: DNN Watermarking using Image Mixup. CoRR abs/2212.02814 (2022) - 2021
- [b1]Andrea Abrardo, Mauro Barni, Kassem Kallas, Benedetta Tondi:
Information Fusion in Distributed Sensor Networks with Byzantines. Springer 2021, ISBN 978-981-32-9000-6, pp. 1-104 - [c8]Raied Caromi, Alex Lackpour, Kassem Kallas, Thao T. Nguyen, Michael R. Souryal:
Deep Learning for Radar Signal Detection in the 3.5 GHz CBRS Band. DySPAN 2021: 1-8 - 2020
- [c7]Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi:
CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis. WIFS 2020: 1-6 - [i6]Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi:
CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis. CoRR abs/2007.12909 (2020)
2010 – 2019
- 2019
- [c6]Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi:
On the Transferability of Adversarial Examples against CNN-based Image Forensics. ICASSP 2019: 8286-8290 - [c5]Mauro Barni, Kassem Kallas, Benedetta Tondi:
A New Backdoor Attack in CNNS by Training Set Corruption Without Label Poisoning. ICIP 2019: 101-105 - [c4]Abhir Bhalerao, Kassem Kallas, Benedetta Tondi, Mauro Barni:
Luminance-based video backdoor attack against anti-spoofing rebroadcast detection. MMSP 2019: 1-6 - [i5]Mauro Barni, Kassem Kallas, Benedetta Tondi:
A new Backdoor Attack in CNNs by training set corruption without label poisoning. CoRR abs/1902.11237 (2019) - 2018
- [j2]Andrea Abrardo, Mauro Barni, Kassem Kallas, Benedetta Tondi:
A message passing approach for decision fusion in adversarial multi-sensor networks. Inf. Fusion 40: 101-111 (2018) - [c3]Andrea Abrardo, Mauro Barni, Kassem Kallas, Benedetta Tondi:
Decision Fusion with Unbalanced Priors under Synchronized Byzantine Attacks: a Message-Passing Approach. APSIPA 2018: 1160-1167 - [i4]Mauro Barni, Kassem Kallas, Ehsan Nowroozi, Benedetta Tondi:
On the Transferability of Adversarial Examples Against CNN-Based Image Forensics. CoRR abs/1811.01629 (2018) - 2017
- [i3]Andrea Abrardo, Mauro Barni, Kassem Kallas, Benedetta Tondi:
A Message Passing Approach for Decision Fusion in Adversarial Multi-Sensor Networks. CoRR abs/1702.08357 (2017) - 2016
- [j1]Andrea Abrardo, Mauro Barni, Kassem Kallas, Benedetta Tondi:
A Game-Theoretic Framework for Optimum Decision Fusion in the Presence of Byzantines. IEEE Trans. Inf. Forensics Secur. 11(6): 1333-1345 (2016) - [c2]Kassem Kallas, Benedetta Tondi, Riccardo Lazzeretti, Mauro Barni:
Consensus Algorithm with Censored Data for Distributed Detection with Corrupted Measurements: A Game-Theoretic Approach. GameSec 2016: 455-466 - 2015
- [i2]Andrea Abrardo, Mauro Barni, Kassem Kallas, Benedetta Tondi:
Optimum Fusion of Possibly Corrupted Reports for Distributed Detection in Multi-Sensor Networks. CoRR abs/1503.05829 (2015) - [i1]Andrea Abrardo, Mauro Barni, Kassem Kallas, Benedetta Tondi:
A Game-Theoretic Framework for Optimum Decision Fusion in the Presence of Byzantines. CoRR abs/1507.00400 (2015) - 2014
- [c1]Andrea Abrardo, Mauro Barni, Kassem Kallas, Benedetta Tondi:
Decision fusion with corrupted reports in multi-sensor networks: A game-theoretic approach. CDC 2014: 505-510
Coauthor Index
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