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Mashael M. Alsulami

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Open access Aug 2026

DT-GenShield: A Digital Twin-Driven Runtime Security Architecture for Protecting Large Language Models Against Indirect Prompt Injection

DT-GenShield, a Digital Twin-driven runtime security architecture that integrates semantic threat detection, operational state representation, policy-guided mediation, and runtime logging to protect LLM-based systems before model inference, is proposed.

Alaa Alnemari, Mashael M. Alsulami · 0 citations