Sensitive Information Disclosure

Sensitive information disclosure occurs when LLM applications inadvertently reveal confidential data such as PII, API keys, internal system details, or training data through their outputs. Enterprises face significant regulatory and financial risk when AI systems leak customer data, trade secrets, or proprietary information embedded in model weights or retrieval contexts. Evaluate vendors on their ability to detect and redact sensitive content in both inputs and outputs, support for configurable data classification policies, and integration with existing DLP infrastructure. Solutions should address OWASP LLM Top 10 (LLM06) and support compliance with GDPR, CCPA, and industry-specific data protection requirements.

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