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3 papers
Synchronized DNA sources for unconditionally secure cryptography
Sandra Jaudou, Hélène Gasnier, Elias Boudjella +11
Secure communication is the cornerstone of modern infrastructures, yet achieving unconditional security -resistant to any computational attack- remains a fundamental challenge. The…
FL-CLEANER: byzantine and backdoor defense by CLustering Errors of Activation maps in Non-iid fedErated leaRning
Mehdi Ben Ghali, Gouenou Coatrieux, Reda Bellafqira
Federated Learning (FL) enables clients to collaboratively train a global model using their local datasets while reinforcing data privacy, but it is prone to poisoning attacks. Exi…
DICTION:DynamIC robusT whIte bOx watermarkiNg scheme for deep neural networks
Reda Bellafqira, Gouenou Coatrieux
Deep neural network (DNN) watermarking is a suitable method for protecting the ownership of deep learning (DL) models. It secretly embeds an identifier (watermark) within the model…