Emmanuel Adediran

DQShield: Reproducibility Artefact

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.