COPEX: Benchmarking LLM Robustness to Adversarial Context Across Model Context Protocol (MCP) Layers.

arXiv:2610.04378v2 Announce Type: replace-cross Abstract: Large language models increasingly mediate tool use in Model Context Protocol (MCP) systems, where adversarial influence may enter through user instructions, tool schemas, tool outputs, or protocol mess