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A. Bouayad

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#federated learning Review Open access Sep 2026

A systematic review of AI powered adaptive smart home security using multimodal sensor fusion edge intelligence and privacy preserving architectures

The rapid proliferation of IoT devices and AI-driven sensing has transformed modern residences into intelligent cyber-physical environments, simultaneously expanding their attack surface to physical intrusions, cyberattacks, sensor manipulation, and privacy violations. Conventional single-modality, rule-based security...

Z. Lazrak, A. Bouayad, Marwa Boumaiz · 0 citations
Conference Jul 2026

Teacher Promotion and Progressive Shrinking: a Framework for Iterative Distillation

Deep neural networks often achieve high accuracy, but their compute, memory, and power demands can hinder deployment on resource-constrained edge devices. This paper proposes an iterative, constraint-aware knowledge distillation framework that compresses a large model into a small one under an explicit model-size budge...

Mohamed Echchidmi, Anas Bouayad · 0 citations

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