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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Kai-Feng Huang

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Book Open access Jul 2026

Benchmarking MCP Vulnerability Detection from a Paired Evaluation Perspective

A dedicated benchmark for pairing MCP server vulnerability detection is presented, comprising 75 paired vulnerable and fixed MCP tools synthesized by Gemini-1.5-Pro and manually cross-validated, adopting the Matched Pair Accuracy (MPA) metric to evaluate detection methods.

Zhenghao Tang, Zhenyu Zang, Kaifeng Huang · 0 citations

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