black-box detection

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papersSEP 12 04:00 UTC

arXiv paper proposes black-box detection of indirect prompt injection flaws in MCP servers

A new arXiv preprint describes an approach for finding indirect prompt injection vulnerabilities in MCP servers without needing system access or live interaction. The method works from descriptions alone, targeting third-party audits of closed-source, remotely hosted, or commercially gated software where conventional analysis is not possible. The authors position it as a way to assess critical systems that analysts cannot directly inspect or probe.

prompt-injection/mcp/security/vulnerability-detection