GitHub - Jake-Schoellkopf/aicu: Black-box security scanner for LLM applications — prompt injection, safety bypass, credential leakage · GitHub

Defensive tooling like this helps teams probe deployed LLM apps for prompt injection and data-leakage weaknesses before attackers do.

aicu is an open-source black-box security scanner for LLM applications that tests for prompt injection, safety bypass, and credential leakage. It ships with 173 payloads across seven test suites and a full-scan CLI command.