Provides capability to capture and version all components needed to reproduce an ML experiment, including code, data, and environment configurations.
Reproducibility Capabilities
CCC.MLDE.CP11
Related Threats
| ID | Title | Description |
|---|---|---|
| CCC.MLDE.TH03 | Model Artifacts or Experiment Records are Tampered With | Model registry entries, experiment metadata, and reproducibility records may be modified by entities with write access to the environment. Altered artifacts or records could be promoted to training and deployment workflows in place of the intended versions. This compromises the integrity of deployed models and the reliability of experiment lineage used for reproduction and audit. |