The AAISM framework explains that embedding unique identifiers—such as digital watermarks or model fingerprints—enables organizations to trace and verify model provenance. This technique is used for tracking ownership and intellectual property rights over models, particularly when sharing, licensing, or distributing AI systems. While identifiers may support certain security functions, their primary control objective is ownership verification, not preventing access, bias removal, or adversarial detection. The correct alignment with AAISM controls is tracking ownership.
[References:, AAISM Exam Content Outline – AI Technologies and Controls (Model Provenance and Watermarking), AI Security Management Study Guide – Ownership and Accountability of Models, , ]
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