#vulnerability-scanning
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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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OWASP LLM Top 10 Scanning Checklist: What to Test at Each Layer
An OWASP LLM Top 10 scanning checklist: what to test for each 2025 risk, which open-source scanners cover it (garak, PyRIT, promptfoo), and the gaps.
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Best LLM Vulnerability Scanners 2026: Garak, PyRIT, Promptfoo
A practitioner's guide to the best LLM vulnerability scanners in 2026: Garak, PyRIT, Promptfoo, and Mindgard, plus the specialist and runtime layers around them.
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Garak LLM Vulnerability Scanner: How It Works and When to Use It
A technical breakdown of the garak LLM vulnerability scanner: its probe architecture, attack categories, CLI workflow, and how it fits a pre-deployment gate.