Re-Identification Risk in UK AI Projects — What the ICO Actually Expects You to Test
Stripping names from a training set is not anonymisation — and for machine learning, the model itself can become the leak.
AI Security & Policy
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quasi-identifiers
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AI security 2cybersecurity compliance 2re-identification risk 1UK GDPR anonymisation 1ICO AI guidance 1membership inference 1model inversion 1motivated intruder test 1synthetic data 1AI training data 1quasi-identifiers 1data protection 1Multi-factor authentication 1types of MFA 1SMS MFA 1TOTP 1Passkeys 1FIDO2 1phishing-resistant MFA 1Identity 1