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Author

Muder Almiani

2 papers indexed here

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Open access 2026

SchemaGuard: Structure-Aware Detection of Tool-Poisoning and Skill-File Attacks in the LLM Agent Tool Supply Chain

SchemaGuard is introduced, a structure-aware guard model that screens MCP tool manifests, tool and parameter descriptions, and skill files for supply-chain poisoning at admission time and confirms that explicit structure-awareness, rather than model scale, is the dominant driver of accuracy.

Salam R. Al-E'mari, Yousef K. Sanjalawe, M. Almiani et al. · 0 citations
Review Open access Sep 2026

ENTRUST: Closed-Loop Trust-Calibrated Autonomous Cyber Defense for Ambient IoT

Ambient Internet-of-Things (IoT) deployments place large fleets of battery-less, energy-harvesting devices in environments where human operators cannot review every security event. Autonomous Artificial-Intelligence (AI) defenders can reduce this burden, but incorrect autonomous containment can amplify incidents, where...

Yousef K. Sanjalawe, Salam R. Al-E'mari, M. Almiani · 0 citations

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