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cs.AI2026
VATS: Exploiting Implicit Authority in Error-Path Injection via Systematic Mutation
Harshil Patel, Kunal Pai
As the Model Context Protocol (MCP) standardizes tool-calling for autonomous agents, it introduces a critical, unexamined attack surface: the error-handling loop. We hypothesize th…
cs.AI2026
NAAMSE: Framework for Evolutionary Security Evaluation of Agents
Kunal Pai, Parth Shah, Harshil Patel
AI agents are increasingly deployed in production, yet their security evaluations remain bottlenecked by manual red-teaming or static benchmarks that fail to model adaptive, multi-…