OWASP/www-project-top-10-for-large-language-model-applications

• highreadme#1

  Reposition README's opening to emphasize 'standard awareness document' and 'framework'

  原因：

  当前

  Welcome to the official repository for the OWASP Top 10 for Large Language Model Applications!

  复制粘贴的修复

  复制

  This is the official repository for the OWASP Top 10 for Large Language Model Applications, a critical standard awareness document and framework for identifying and mitigating the most significant security risks in LLM applications.

  待办完成忽略
• hightopics#2

  Add more specific topics to improve categorization as a security framework

  原因：

  当前

  ai, appsec, llm, llm-security

  复制粘贴的修复

  复制

  ai, appsec, llm, llm-security, security-framework, vulnerability-list, risk-assessment, genai-security

  待办完成忽略
• mediumreadme#3

  Add explicit license clarification to the README

  原因：

  复制粘贴的修复

  复制

  ## License
  This project is licensed under the Creative Commons Attribution-ShareAlike 4.0 International License (CC BY-SA 4.0). For full details, see the [LICENSE](LICENSE) file.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  What are the critical security vulnerabilities in large language model applications?

  你：未被推荐
  查看 AI 完整回答
• 品类问题

  How can developers identify and mitigate security risks in generative AI applications?

  你：未被推荐
  AI 推荐顺序：

  1. Privitar
  2. IBM Security Guardium
  3. Microsoft Azure Confidential Computing
  4. IBM AI Fairness 360 (AIF360)
  5. Microsoft Counterfit
  6. Google Responsible AI Toolkit
  7. OWASP Top 10 for Large Language Model Applications (LLM Top 10)
  8. Guardrails AI
  9. NeMo Guardrails (NVIDIA)
  10. LangChain
  11. Snyk
  12. Trivy
  13. OWASP Dependency-Check
  14. Google What-If Tool
  15. Fiddler AI
  16. TruEra

  AI 推荐了 16 个替代方案，却始终没点名 OWASP/www-project-top-10-for-large-language-model-applications。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of OWASP/www-project-top-10-for-large-language-model-applications?

  pass
  ⚠AI 未点名 OWASP/www-project-top-10-for-large-language-model-applications —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts OWASP/www-project-top-10-for-large-language-model-applications in production, what risks or prerequisites should they evaluate first?

  pass
  ⚠AI 未点名 OWASP/www-project-top-10-for-large-language-model-applications —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo OWASP/www-project-top-10-for-large-language-model-applications solve, and who is the primary audience?

  pass
  ⚠AI 未点名 OWASP/www-project-top-10-for-large-language-model-applications —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？