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Reidentification risk for AI

Reidentification risk for AI

Risks associated with input
Training and tuning phase
Traditional AI risk


Even with the removal or personal identifiable information (PII) and sensitive personal information (SPI) from data, it might still be possible to identify persons due to other features available in the data.

Why is reidentification a concern for foundation models?

Data that can reveal personal or sensitive data must be reviewed with respect to privacy laws and regulations, as business entities could face fines, reputational harms, and other legal consequences if found in violation.

Parent topic: AI risk atlas

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