Teddy Furon

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

31h-index3.3kcitations261works1.32yr avg
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Research Topics

Advanced Steganography and Watermarking Techniques(115), Chaos-based Image/Signal Encryption(68), Digital Media Forensic Detection(59), Advanced Image and Video Retrieval Techniques(36), Adversarial Robustness in Machine Learning(34)

Publications261 total

Improving Unlearning with Model Updates Probably Aligned with Gradients
2025Open Access
BAIT: A New DNN Backdoor Attack Using Inpainted Triggers
2025
Backdoor Attacks on Deep Learning Face Detection
arXiv (Cornell University)·2025Open Access
SoK: On the Survivability of Backdoor Attacks on Unconstrained Face Recognition Systems
ArXiv.org·2025Open Access
Task-Agnostic Attacks Against Vision Foundation Models
2025
Evaluating the security of public surrogate watermark detectors
2025Open Access
Task-Agnostic Attacks Against Vision Foundation Models
arXiv (Cornell University)·2025Open Access
On the Vulnerability of Retrieval in High Intrinsic Dimensionality Neighborhood
IEEE Transactions on Information Forensics and Security·2025Open Access
Evaluation of Security of ML-based Watermarking: Copy and Removal Attacks
2024· 2 cited
SWIFT: Semantic Watermarking for Image Forgery Thwarting
2024Open Access
AggNet: Learning to aggregate faces for group membership verification
Signal Processing Image Communication·2024Open Access
When does gradient estimation improve black-box adversarial attacks?
2024
Watermark Anything with Localized Messages
arXiv (Cornell University)·2024Open Access
Strategic safeguarding: A game theoretic approach for analyzing attacker-defender behavior in DNN backdoors
EURASIP Journal on Information Security·2024· 5 citedOpen Access
Evaluation of Security of ML-based Watermarking: Copy and Removal Attacks
arXiv (Cornell University)·2024Open Access
A Double-Edged Sword: The Power of Two in Defending Against DNN Backdoor Attacks
2024· 3 citedOpen Access
Fast Reliability Estimation for Neural Networks with Adversarial Attack-Driven Importance Sampling
Open Repository and Bibliography (University of Luxembourg)·2024Open Access
Strategic Safeguarding: A Game Theoretic Approach for Analyzing Attacker-Defender Behavior in DNN Backdoors
2024Open Access
REStore: Exploring a Black-Box Defense against DNN Backdoors using Rare Event Simulation
2024· 5 citedOpen Access
Functional Invariants To Watermark Large Transformers
2024· 5 cited
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Frequent Co-authors

Caroline Fontaine(5), Hervé Jeǵou(5), Pierre Duhamel(5), Frédéric Cérou(4), Arnaud Guyader(4), Ahmet İşcen(4), Giorgos Tolias(4), Luis Pérez-Freire(4), Yannis Avrithis(3), Ondřej Chum(3), Laurent Amsaleg(3), Pierre Fernandez(3), Laurent Amsaleg(3), Vivien Chappelier(3), Peter Meerwald(3), François Cayre(2), Pierre Del Moral(2), Oussama Chelly(2), Stéphane Girard(2), Michael E. Houle(2)