MCPPrivacyDetector applies cross-language taint analysis to detect protocol-induced privacy leaks in MCP servers, reporting >10% leakage rate across 10,655 real-world instances.
arXiv preprint arXiv:2507.19880 (2025) Detecting Privacy Leakage Risks in MCP Servers 17
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"What Happens Locally, Leaks Globally": Detecting Privacy Leakage Risks in MCP Servers
MCPPrivacyDetector applies cross-language taint analysis to detect protocol-induced privacy leaks in MCP servers, reporting >10% leakage rate across 10,655 real-world instances.