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Author

Gelayol Golcarenarenji

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Open access Oct 2026

Benchmark Comparative Analysis of YOLO Architectures for Weapon Detection with Explainability

Firearms and other weapons pose significant public safety risks due to their widespread accessibility. This research paper investigates automated detection of dangerous objects, specifically guns and persons, to support early intervention in high-risk situations. We present a comprehensive benchmark evaluation using th...

Anna Rösner, Morgan Woodford, Alexander E. Gegov et al. · 0 citations
Aug 2026

Fed-blam: federated BERT and LLaMA for IoT malware detection

Experimental results demonstrate that the federated LLM-based models consistently outperform a multilayer perceptron baseline, with the LLaMA model achieving up to 99.9% accuracy and F1-score while generalising effectively to previously unseen device types.

Chloe Nazaruk, Rahim Taheri, Gelayol Golcarenarenji et al. · 0 citations

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