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An overview of how AI safeguards digital identities: using machine learning to spot anomalies, stop phishing, deepfakes, and synthetic ID fraud. It highlights continuous authentication, privacy-by-design, data governance, and compliance, while addressing risks like bias and adversarial attacks, and shares best practices for secure, user-centric identity protection.