Agents
agent-probe v0.5.0: Deterministic Security Testing for Any Python AI Agent in 3 Lines of Code
agent-probe v0.5.0 introduces FunctionTarget to wrap any callable Python agent for deterministic security probing, eliminating the HTTP-only testing bottleneck. The tool executes 20 probes across 7 categories targeting ASI-07 system prompt extraction, memory poisoning, confused deputy attacks, and parameter injection in multi-step workflows. Unlike PyRIT and Garak which test model outputs, agent-probe targets the function/tool layer directly where real-world privilege escalation and data exfiltration occur. Integrates with LangChain and GitHub Actions for CI/CD security testing.
Source
↳ Follow the thread