Walk the GenAI Security Gate
Use OWASP LLM risks to gate an open-source model integration before production rollout.
Integration risk The model summarizes customer web pages, can call an internal ticket-update tool, and sends drafts to support agents. The demo passes, but the inputs are untrusted and the tool can modify records. OWASP LLM risks often emerge where model output meets tools, documents, permissions, and human trust. OWASP LLM Top 10 Prompt injection -> excessive agency -> overreliance Security gating is not only about model weights. It is about how the model receives instructions, handles untrusted content, accesses tools, and influences human decisions. Shortcut Trust the model because it passed the demo. An integration that fails closed instead…
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