Author

Yueyue Chen

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Jul 2026

FlowGuard: From Signals to Evidence for MCP Security Detection

Results show that evidence-grounded detection can assess both execution-related and semantic risks in MCP interactions, and compared with existing dynamic scanners, FlowGuard reduces end-to-end latency by up to 2.23x.

Baichao An, Pei Chen, Geng Hong et al. · arXiv.org · 0 citations