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Evidence-grounded detection in FlowGuard reveals that traditional semantic analysis can miss critical execution-related risks, achieving up to 2.23x faster scanning.
Existing security scanners misidentify nearly half of MCP server risks, challenging the reliability of current security assessments in LLM applications.
