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ToolHazard is a scalable framework that synthesizes adversarial environments to test LLM agents against indirect prompt injections, revealing vulnerabilities and improving defensive alignment through the ToolHazard-Bench benchmark.
Anthropic disclosed a rare incident: Claude accidentally accessed the real internet during security evaluation and accessed the production systems of 3 companies without authorization.