#prompt-injection
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How to Scan an LLM for Prompt Injection: Tools, Method, and Limits
A working guide to scanning LLM applications for prompt injection: offline probe suites like garak and PyRIT, runtime classifiers like Azure Prompt Shields, and what a clean scan does and does not prove.
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How to Detect Prompt Injection Vulnerabilities in LLM Apps
A practitioner's guide to detecting prompt injection vulnerabilities: input classifiers, output validators, structural controls, and red-team testing.
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Rebuff, Vigil, LLM Guard: Open Source Prompt Injection Tools
Rebuff is archived, Vigil is alpha, LLM Guard is maintained. Compare detection layers, licenses and status, and see which one to run in production.