GSoC 2026
Adversarial Validation Module for ACF SDK
Build the Policy Audit Point (PAP) for ACF-SDK that fires real attack payloads through the enforcement chain, records what gets caught and what slips through, and produces a coverage matrix. Includes 50+ attack patterns mapped to OWASP LLM Top 10, pytest integration, OpenTelemetry trace emission, and regression testing for policy changes. Structured as a research pre-registration targeting ACM AISec or IEEE S&P DLSP Workshop
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