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publications
NF-NIDS: Normalizing Flows for Network Intrusion Detection Systems. Hamza Alami, Ismail Berrada,Abdelhak Bouayad, Meryem Janati Idrissi. In In the 10th International Conference on Wireless Networks and Mobile Communications (WINCOM), 2023.
Investigating Domain Adaptation for Network Intrusion Detection. Hamza Alami, Ismail Berrada,Abdelhak Bouayad, Meryem Janati Idrissi,Zakaria Yartaoui. In In the 10th International Conference on Wireless Networks and Mobile Communications (WINCOM), 2023.
On the Atout Ticket Learning Problem for Neural Networks and its Application in Securing Federated Learning Exchanges. Abdelhak Bouayad, Mohammed Akallouch, Abdelkader El Mahdaouy, Hamza Alami, Ismail Berrada. In Journal of Information Security and Applications(JISA), 2024.
talks
Attacks and defenses in FL. Abdelhak Bouayad.
When machine Learning meets cryptography . Abdelhak Bouayad.
Privacy-Preserving Machine Learning . Abdelhak Bouayad.
Sparsification in deep learning: Improving efficiency without sacrificing performance. Abdelhak Bouayad.
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