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Author

Z. Aliouat

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Jul 2026

Privacy-preserving lightweight intrusion detection system for agricultural IoT based on federated learning and temporal convolutional network

A lightweight federated learning-based IDS that combines Random Forest for feature selection and Temporal Convolutional Network (TCN) for deep learning classification is presented that achieves superior attack-detection performance.

Amina Khacha, Z. Aliouat, Yasmine Harbi et al. · 0 citations
Review Open access Aug 2026

A Systematic Literature Review of IoT- and AI-Based Intelligent Irrigation Systems for Water Optimization in Precision Agriculture

A review of one hundred studies published between 2018 and 2025 that address the application of Internet of Things technologies and computational approaches in irrigation management aimed at improving irrigation practices while supporting crop production is presented.

Nadia Zerguine, Aziza Ehmaid Omar, Z. Aliouat · 0 citations

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