DQShield: Reproducibility Artefact

Le résumé fourni par la source

DQShield is an executable procedure for testing whether a data-quality safeguard should be retained for a specified fault and prediction contract. This release contains the implementation, machine-readable assurance schema, frozen configurations, run-level evidence, policy sensitivity records, tests and rerun scripts used to inspect the procedure. The accompanying validation experiments cover simultaneous data-quality faults, regression and temporally ordered tasks, subgroup diagnostics and a high-dimensional software vulnerability dataset. Third-party datasets are loaded from their public distributions or identified by source and checksum rather than redistributed.

Ce résumé expose les affirmations des auteurs. BNTIC ne l’interprète pas comme une validation indépendante des résultats.