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OWASP Publishes 2026 Top 10 Security Risks for LLM Applications

TL;DR: OWASP has released a 2026 update to its list of core security risks for teams building LLM applications.

Key points

  • The OWASP GenAI Security Project is reported to have published the 2026 edition of its "Top 10 for LLM Applications."
  • Recurring risk categories have included prompt injection, sensitive information disclosure, supply chain vulnerabilities, and data/model poisoning.
  • Recent revisions increasingly reflect the rise of agentic systems, giving weight to issues like excessive agency and unbounded resource consumption.

Why it matters

The original OWASP Top 10 became a de facto checklist for web security, and the LLM edition serves a similar role as a baseline threat model for teams shipping AI features. As agents and automation spread, the list becomes a standard reference during development.

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How this story unfolded

  1. Chinese Hacker Arms DeepSeek for Autonomous Attacks on 460+ Targets — Claude and OpenAI Refused
  2. Long-Running AI Agents Keep the Cost Meter Ticking
  3. DeepSeek V4-Flash-0731 Official Release: Beats Its Own Pro Model on 9 Agent Benchmarks
  4. 'GitLost': One Public GitHub Issue Can Leak Your Private Repos via AI Agents
LLM
— Large Language Model의 약자로, '거대 언어 모델'이라고 해요. ChatGPT, Claude 같은 AI가 바로 LLM이에요. 엄청나게 많은 텍스트를 학습해서 사람처럼 글을 쓰고 대화할 수 있어요.

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