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cs.CR2026
My Credentials, Please: Detecting Filesystem Capability Laundering in MCP Servers at Scale
Zeqian Huang, Mingyue Tang, Aonan Guan +2
The Model Context Protocol (MCP) standardizes how AI agents invoke external tools. MCP servers expose tools through a declared contract consisting of a name, description, and argum…
cs.CR2026
Comment and Control: Hijacking Agentic Workflows via Context-Grounded Evolution
Neil Fendley, Zhengyu Liu, Aonan Guan +2
Automation platforms such as GitHub Actions and n8n are increasingly adopting so-called agentic workflows, which integrate Large Language Model (LLM) agents for tasks such as code…