2 papers
cs.CR2026
Measuring and Exploiting Implicit Trust in LLM Tool-Calling Pipelines
Murali Ediga, Sudipta Chattopadhyay
The Model Context Protocol (MCP) enables LLMs to invoke external tools, but every tool interaction exposes the model to attacker-controlled text through multiple input channels (to…
cs.CR2026
Trace: Unmasking AI Attack Agents Through Terminal Behavior Fingerprinting
Murali Ediga, Sudipta Chattopadhyay
AI-driven penetration testing agents are now capable of autonomously executing attacks within compromised networks. Identifying the model family that controls the active sessions o…