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Author

Zakaria Abou El Houda

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2 papers indexed here

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Conference Aug 2026

Domain-Adaptive Split Federated Learning for Efficient Intrusion Detection in Industrial IoT Networks

The rapid proliferation of 6G-enabled Industrial Internet of Things (IIoT) devices has driven unprecedented advancements in ultra-low-latency wireless communications, edge intelligence, and AI-native mobile computing, enabling largescale industrial automation and real-time situational awareness. Despite these benefits,...

Aymene Selamnia, Hajar Moudoud, L. Khoukhi et al. · 0 citations
Open access 2026

FL-SQMPC: Secure Quantized Aggregation for Mitigating Gradient Inversion Attacks in Federated IoT Intrusion Detection

Federated Learning (FL) enables collaborative model training without centralizing raw data, but the exchange of model updates exposes clients to gradient inversion attacks (GIAs), which can reconstruct private training data from communicated gradients alone. To address this issue, we propose FL-SQMPC, a secure aggregat...

Imene Bessaa, Elmahdi Bentafat, Zakaria Abou El Houda et al. · 0 citations

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