GovSecLLM++: A Compliance-Aware Benchmark for Security Testing and Governance Evidence in LLM-Based Applications

Statut : Long papier accepté le 24 juillet 2026 et présenté oralement à SecAI @ ESORICS 2026 (Rome, 17–18 septembre 2026) ; actes LNCS.

Période de la conférence : 2026-09. La date de cette fiche est celle de son ajout, pas celle de la parution des actes.

Contribution in brief

GovSecLLM++ connects security testing of LLM applications to inspectable governance evidence. Its public artifact package includes adaptive test outputs, scoring utilities, strict rescoring files, human-validation summaries, a data card and reproducibility notes. The examples use synthetic secrets and credentials.

The software and dataset are separately citable objects. Software DOI · Dataset concept DOI · Dataset version DOI. The current code release does not include the final paper PDF.

Research highlights and scope of the evidence.