OWASP Top 10 for LLM Applications
Risks and mitigations for developing and deploying generative AI applications.
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- Artificial Intelligence
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- 2026-10-10
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OWASP GenAI LLM Top 10 (2026) genai.owasp.org
The canonical community reference for LLM application risk, with prompt injection at number one. Supersedes the 2025 edition; the per-risk 2025 pages remain online as an archive.
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OWASP Gen AI Security Project genai.owasp.org
The standards body behind the LLM and Agentic Top 10 lists, with working groups, cheat sheets and guidance updated continuously by practitioners across the industry.
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AI Governance manning.com
A book about governance, risk, compliance, security, privacy, and oversight for generative AI systems.
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OWASP Top 10 for Agentic Applications (2026) genai.owasp.org
Companion list for autonomous and agentic systems, released Dec 2025 with input from over 100 contributors. Covers the agent-specific failure modes that the LLM list does not reach, including tool misuse and agent hijacking.
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Generative AI Models appliedaicourse.com
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OWASP Top 10 owasp.org
Artificial Intelligence › Build AI systems > LLM application engineering: “Risks and mitigations for developing and deploying generative AI applications.”