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Confidential data disclosure risk for AI

Confidential data disclosure risk for AI

Risks associated with input
Training and tuning phase
Intellectual property
Traditional

Description

Models might be trained or fine-tuned using confidential data or the company’s intellectual property, which could result in unwanted disclosure of that information.

Why is confidential data disclosure a concern for foundation models?

If not developed in accordance with data protection rules and regulations, the model might expose confidential information or IP in the generated output or through an adversarial attack.

Parent topic: AI risk atlas

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