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Author

A. El Affar

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Sep 2026

Towards reliable intrusion detection in smart grids: A multiclass, process-aware perspective

The development of effective intrusion detection systems for renewable-integrated smart grids necessitates models that are capable of distinguishing between legitimate operational variations and genuine cyberattacks. In this study, we present a systematic evaluation of the Sherlock dataset, a recent benchmark for proce...

M. Loughmari, M. Bouhadda, A. El Affar · 0 citations
Open access Aug 2026

A Computationally Efficient Ensemble Boosting Framework for Optimized DoS Attack Detection in Wireless Sensor Networks

A computationally efficient intrusion detection framework based on the eXtreme Gradient Boosting model, specifically tailored for energy-constrained environments, and designed for deployment at the cluster-head or gateway levels of WSN architectures is proposed.

M. Loughmari, A. El Affar · 0 citations

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