AI Governance Institute
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Information Disclosure

Information disclosure refers to the unauthorized or unintended revelation of sensitive data, confidential information, or personal details to parties who should not have access to it. In AI governance contexts, this is critical because machine learning models can inadvertently expose training data, expose personally identifiable information through model outputs, or leak proprietary business information through inference attacks. Organizations must implement robust data handling policies, access controls, and model auditing procedures to prevent disclosure incidents that could result in regulatory fines, loss of customer trust, and competitive disadvantage.

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