Failures

Data Leakage

1 min read

Definition

When an agent inadvertently exposes sensitive information from its training data, context, or connected systems.

Data leakage can expose private information, proprietary data, or system details that should remain confidential.

Risks

  • Training data extraction
  • System prompt exposure
  • PII disclosure
  • Credential leakage

Prevention

  • Data minimization
  • Output filtering
  • Access controls
  • Monitoring and alerting
failuressecurityprivacy