Data Leakage

data-leakageprivacyoutputcompliance

Sensitive or confidential information is exposed through model outputs, logs, or unintended responses.

Technical Details
Affected Components:
Language Models (LLMs)Memory ModulesTool Integration Frameworks
Impact Level:High
Attack Vectors
  • Prompt Leakage: Model reveals prompt or context in its output. [High]
  • Training Data Exposure: Model outputs memorized sensitive data from training. [High]
  • Log Exposure: Sensitive data written to logs or monitoring systems. [Medium]
Impact Analysis
Risk Score: 8/10
Mitigation Categories
References