MITRE ATLASmitigation

AML.M0034 Deepfake Detection

Published 2025-11-25 Modified 2026-04-22 Official page ↗
Created
2025-11-25

Description

Apply deepfake detection algorithms against any untrusted or user-provided data, especially in impactful applications such as biometric verification, to block generated content. Detectors may use a combination of approaches, including: - AI models trained to differentiate between real and deepfake content. - Identifying common inconsistencies in deepfake content, such as unnatural facial movements, audio mismatches, or pixel-level artifacts. - Biometrics analysis, such blinking, eye movements, and microexpressions.

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