Author

Lahcen Oumouss

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Conference Open access 2026

A Novel Randomness Source for Cryptographic Applications Based on Perceptron-Driven Chaotic Maps

The generation of robust binary random sequences is one of the most widely used cryptographic primitives in the field of cryptography and data security in general. It constitutes the fundamental basis of most cryptographic and security protocols. Consequently, the robustness and efficiency of these systems strongly dep...

Lahcen Oumouss, Y. Asimi, Ahmed Asimi et al. · EPJ Web of Conferences · 0 citations

Conference Open access 2026

Activation-Level Privacy and Certified Robustness in Federated Split Learning for IoT Intrusion Detection

SplittingFed-DP relocates the Gaussian DP mechanism from the high-dimensional gradient to the low-dimensional activation space at the cut layer, audited under Rényi differential privacy and proves that this same Gaussian release coincides with the randomised-smoothing operator of Cohen et al. at the cut layer.

Rguibi Arjdal, Y. Asimi, Ahmed Asimi et al. · EPJ Web of Conferences · 0 citations