Risk
Experiment Output Data Leakage
Description
Model outputs, logs, or files generated by experiments leak PII or confidential data.
Example
Logs with real customer info are accessible via shared folder.
Assets Affected
Model Response
App Usage log
Notebook
Mitigation
- Output DLP/filtering
- Redact logs
- Monitor for sensitive output
- Restrict downloads/exports
Standards Mapping
- ISO 42001: A.5.4, A.7.5
- OWASP Top 10 for LLM: LLM02
- NIST AI RMF: MEASURE 2.10, MANAGE 1.4
- DASF v2: MODEL 7.2