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LLM Threat Model Generator

Describe your LLM application by toggling nine traits — user input, RAG, tool use, PII, downstream output, and more — and get an instant threat model mapped to the OWASP Top 10 for LLM Applications (2025). Each risk is severity-ranked and comes with concrete, implementable mitigations. Nothing leaves your browser; the optional AI deep-dive uses your own key and talks to your provider directly.

Runs entirely in your browser. Nothing is sent to our servers; the AI step (optional) uses your own key and calls your provider directly.

Describe your application

1 risk0 Critical0 High1 Medium0 Low
Medium

LLM09 · Misinformation / Overreliance

Models produce confident but wrong output; users (or downstream systems) may act on it without checking.

  • Ground answers in retrieved sources and cite them; show confidence/uncertainty.
  • Keep a human in the loop for consequential decisions; label output as AI-generated.
  • Add automated checks (grounding/faithfulness tests) for critical flows.

Risks mapped to the OWASP Top 10 for LLM Applications (2025).

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LLM Threat Model Generator — OWASP LLM Top 10 · PlayCISO