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AI Security Incident

An AI security incident refers to a breach, attack, or unauthorized access targeting AI systems, models, or training data that compromises confidentiality, integrity, or availability. These incidents can range from adversarial attacks that manipulate model outputs to data poisoning that corrupts training datasets or extraction attacks that steal proprietary AI intellectual property. For enterprises, AI security incidents present distinct governance challenges because they may affect model reliability, expose sensitive data used in training, trigger regulatory reporting obligations, and damage customer trust in AI-driven products or services.

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