Preprint
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.
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