Safety Testing LLM Agents at Scale: From Risk Discovery to Evidence-Grounded Verification

Researchers developed Vera, a framework for testing the safety of LLM agents. Vera was tested on four agent frameworks and found significant safety weaknesses. The framework is designed to identify and test safety risks in LLM agents through structured risk taxonomies and adaptive sandbox execution.

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