ToolHazard Framework Scales Adversarial Environment Synthesis for Agents
August 11, 2026
ToolHazard automates the creation of stateful, adversarial environments to test LLM agents against indirect prompt injections. The framework uses an attacker agent and user simulator to discover injection points in executable tool environments, reducing manual security engineering.
HOW THIS AFFECTS YOU
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builderYou can use this to stress-test your agent's tool-use security against environmental injections.
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researcherThis provides a scalable method for studying agent vulnerability across diverse domains.