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Any data collection technique that gathers information automatically, with or without the end user’s knowledge.
Sensitive information swapped with arbitrary data intended to resemble true production data, rendering it useless to bad actors. It's most frequently used in test or development environments, where realistic data is needed to build and test software, but where there is no need for developers to see the real data.
This is a principle set forth in Article 5 of the GDPR. The principles listed in Article 5 are: Lawfulness, fairness and transparency; Purpose limitation; Data minimization; Accuracy; Storage limitation; Integrity and confidentiality.
Learn what AI security compliance means in 2025. Discover key frameworks like EU AI Act, NIST AI RMF, implementation strategies, and enforcement risks