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cs.AI2026
Toward SLM-based agentic task-tool intent matching
Chiara Troiani, Arash Salarian, Majed El Helou +4
Tool-equipped AI agents use tool calls to access data and act on external systems. Horizontal growth of agentic systems increases the number of these interactions, and further moti…
cs.AI2026
Hybrid Inspection and Task-Based Access Control in Zero-Trust Agentic AI
Majed El Helou, Benjamin Ryder, Chiara Troiani +3
Authorizing Large Language Model (LLM)-driven agents to dynamically invoke tools and access protected resources introduces significant security risks, and the risks grow dramatical…
cs.AI2025
Delegated Authorization for Agents Constrained to Semantic Task-to-Scope Matching
Majed El Helou, Chiara Troiani, Benjamin Ryder +3
Authorizing Large Language Model driven agents to dynamically invoke tools and access protected resources introduces significant risks, since current methods for delegating authori…