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S. Makhadmeh

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#small language model Aug 2026

MEPO-SLM: multi-objective evolutionary prompt optimization for energy-efficient small language models on edge devices

MEPO-SLM is presented, a framework that reformulates prompt engineering for SLMs as a four-objective Pareto problem over task inaccuracy, and Phi-3-mini and Gemma-2B on English TriviaQA and Arabic medical QA, and TinyLlama-1.1B on TriviaQA only are evaluated.

Yousef K. Sanjalawe, Salam R. Al-E’mari, S. Makhadmeh · 0 citations
Jul 2026

Secure intrusion detection system for industrial control systems using digital twins

A Digital Twin (DT)-enabled IDS framework that combines deep learning with real-time process simulation is proposed that consistently outperforms the evaluated representative baseline IDS methods under identical experimental conditions.

Yousef K. Sanjalawe, S. Makhadmeh, Salam R. Al-E’mari et al. · 0 citations