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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Matin Pirouz

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Review Open access Oct 2026

Beyond Guardrails: Runtime Enforcement for Secure AI Agents-A Systematic Review of Action Control, Isolation, and Policy Enforcement

Large language model (LLM) agents turn model-generated decisions into tool calls, API requests, code execution, data access, and transactions. When agent reasoning is manipulated or simply wrong, model-centric guardrails cannot by themselves stop the resulting action. We systematically reviewed runtime-enforcement mech...

Jimmy Ming-Tai Wu, Ling-Ping Kong, Matin Pirouz et al. · 0 citations

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