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kassem kallas

25%
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24
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Affiliation actuelle
  • Senior Scientist
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Compétences

Aritificial Intelligence Leadership Strategic Planning Research and Development cyber security

Publications

Publications

Energy Backdoor Attack to Deep Neural Networks

Hanene Brachemi Meftah , Wassim Hamidouche , Sid Ahmed Fezza , Olivier Déforges , Kassem Kallas
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2025, Hyderabad, India. pp.1-5, ⟨10.1109/icassp49660.2025.10888330⟩
Communication dans un congrès hal-05025508 v1

Energy Backdoor Attack to Deep Neural Networks

Hanene Brachemi Meftah , Wassim Hamidouche , Sid Ahmed Fezza , Olivier Déforges , Kassem Kallas
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2025, Hyderabad, France. pp.1-5, ⟨10.1109/ICASSP49660.2025.10888330⟩
Communication dans un congrès hal-05111049 v1

Mixer: DNN Watermarking using Image Mixup

Kassem Kallas , Teddy Furon
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes Island, France. pp.1-5, ⟨10.1109/ICASSP49357.2023.10095332⟩
Communication dans un congrès hal-05111308 v1

ROSE: A RObust and SEcure DNN Watermarking

Kassem Kallas , Teddy Furon
2022 IEEE International Workshop on Information Forensics and Security (WIFS), Dec 2022, Shanghai, France. pp.1-6, ⟨10.1109/WIFS55849.2022.9975300⟩
Communication dans un congrès hal-05111315 v1

Deep Learning for Path Loss Prediction in the 3.5 GHz CBRS Spectrum Band

Thao Nguyen , Raied Caromi , Kassem Kallas , Michael Souryal
2022 IEEE Wireless Communications and Networking Conference (WCNC), Apr 2022, Austin, France. pp.1665-1670, ⟨10.1109/WCNC51071.2022.9771737⟩
Communication dans un congrès hal-05111332 v1

Deep Learning for Radar Signal Detection in the 3.5 GHz CBRS Band

Raied Caromi , Alex Lackpour , Kassem Kallas , Thao Nguyen , Michael Souryal
2021 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), Dec 2021, Los Angeles, France. pp.1-8, ⟨10.1109/DySPAN53946.2021.9677280⟩
Communication dans un congrès hal-05111342 v1

CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis

Mauro Barni , Kassem Kallas , Ehsan Nowroozi , Benedetta Tondi
2020 IEEE International Workshop on Information Forensics and Security (WIFS), Dec 2020, New York, France. pp.1-6, ⟨10.1109/WIFS49906.2020.9360905⟩
Communication dans un congrès hal-05111352 v1

A New Backdoor Attack in CNNS by Training Set Corruption Without Label Poisoning

M. Barni , Kassem Kallas , B. Tondi
2019 IEEE International Conference on Image Processing (ICIP), Sep 2019, Taipei, France. pp.101-105, ⟨10.1109/ICIP.2019.8802997⟩
Communication dans un congrès hal-05111358 v1

On the Transferability of Adversarial Examples against CNN-based Image Forensics

M. Barni , Kassem Kallas , E. Nowroozi , B. Tondi
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2019, Brighton, France. pp.8286-8290, ⟨10.1109/ICASSP.2019.8683772⟩
Communication dans un congrès hal-05111362 v1

Luminance-based video backdoor attack against anti-spoofing rebroadcast detection

Abhir Bhalerao , Kassem Kallas , Benedetta Tondi , Mauro Barni
2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP), Sep 2019, Kuala Lumpur, France. pp.1-6, ⟨10.1109/MMSP.2019.8901711⟩
Communication dans un congrès hal-05111356 v1

Decision Fusion with Unbalanced Priors under Synchronized Byzantine Attacks: a Message-Passing Approach

Andrea Abrardo , Mauro Barni , Kassem Kallas , Benedetta Tondi
2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Nov 2018, Honolulu, France. pp.1160-1167, ⟨10.23919/APSIPA.2018.8659667⟩
Communication dans un congrès hal-05111365 v1
Image document

A Message Passing Approach for Decision Fusion of Hidden-Markov Observations in the Presence of Synchronized Attacks

Kassem Kallas , Mauro Barni , Andrea Abrardo , Benedetta Tondi
The Ninth International Conferences on. Advances in Multimedia. MMEDIA 2017, Apr 2017, Venice, Italy
Communication dans un congrès hal-05111380 v1
Image document

Consensus Algorithm with Censored Data for Distributed Detection with Corrupted Measurements: A Game-Theoretic Approach

Kassem Kallas , Benedetta Tondi , Riccardo Lazzeretti , Mauro Barni
7th International Conference on Decision and Game Theory for Security, Springer, Nov 2016, New York, United States. pp.455-466, ⟨10.1007/978-3-319-47413-7_26⟩
Communication dans un congrès hal-05111504 v1

Decision fusion with corrupted reports in multi-sensor networks: A game-theoretic approach

A. Abrardo , M. Barni , Kassem Kallas , B. Tondi
2014 IEEE 53rd Annual Conference on Decision and Control (CDC), Dec 2014, Los Angeles, United States. pp.505-510, ⟨10.1109/CDC.2014.7039431⟩
Communication dans un congrès hal-05111513 v1

Efficient Deep Learning-Based Decision Fusion for Adversarial Sensor Networks with Byzantine Attacks

Kassem Kallas
IEEE Sensors Journal, 2025, pp.1-1. ⟨10.1109/JSEN.2025.3566168⟩
Article dans une revue hal-05111045 v1
Image document

RoSe-Mix: Robust and Secure Deep Neural Network Watermarking in Black-Box Settings via Image Mixup

Tamara El Hajjar , Mohammed Lansari , Reda Bellafqira , Gouenou Coatrieux , Katarzyna Kapusta et al.
Machine Learning and Knowledge Extraction, 2025, 7, ⟨10.3390/make7020032⟩
Article dans une revue hal-05110896 v1

A Comprehensive Survey on Backdoor Attacks and Their Defenses in Face Recognition Systems

Quentin Le Roux , Eric Bourbao , Yannick Teglia , Kassem Kallas
IEEE Access, 2024, 12, pp.47433-47468. ⟨10.1109/ACCESS.2024.3382584⟩
Article dans une revue hal-04850549 v1

Strategic safeguarding: A game theoretic approach for analyzing attacker-defender behavior in DNN backdoors

Kassem Kallas , Quentin Le Roux , Wassim Hamidouche , Teddy Furon
EURASIP Journal on Information Security, 2024, 2024 (1), pp.32. ⟨10.1186/s13635-024-00180-5⟩
Article dans une revue hal-05111061 v1

A message passing approach for decision fusion in adversarial multi-sensor networks

Andrea Abrardo , Mauro Barni , Kassem Kallas , Benedetta Tondi
Information Fusion, 2018, 40, pp.101-111. ⟨10.1016/j.inffus.2017.06.006⟩
Article dans une revue hal-05111369 v1

A Game-Theoretic Framework for Optimum Decision Fusion in the Presence of Byzantines

Andrea Abrardo , Mauro Barni , Kassem Kallas , Benedetta Tondi
IEEE Transactions on Information Forensics and Security, 2016, 11 (6), pp.1333-1345. ⟨10.1109/TIFS.2016.2526963⟩
Article dans une revue hal-05111486 v1