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Author

Amna Bamaqa

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Open access Oct 2026

Explainable Transformer Models for Insider Threat Detection in Enterprise Systems

Insider threats are difficult to detect because malicious activity is embedded in otherwise legitimate user behavior, and analysts need interpretable justifications as well as accurate alerts. This paper proposes XFT, an explainable transformer framework operating on tokenized behavioral evidence from heterogeneous ent...

Arafat Al-dhaqm, D. M. Bamasoud, Rahmah Brnawy et al. · 0 citations
Review Open access Jul 2026

Cyber Threats in E-healthcare and an Autonomous Cybersecurity Agent: A Comprehensive Review

A seven-stage cybersecurity response framework consisting of identification, protection, detection, response, recovery, procurement, and security audit is introduced and highlights the significance of AI-assisted security mechanisms, staff awareness, and privacy-preserving practices in enhancing defenses of the electro...

Divya Sharma, C. Prabha, Amna Bamaqa et al. · 0 citations

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