MITRE ATLASmitigation
AML.M0034 Deepfake Detection
- 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.
Related
Mitigates · MITRE ATLAS (4)
- AML.T0088 Generate Deepfakes technique
- AML.T0052 Phishing technique
- AML.T0052.000 Spearphishing via Social Engineering LLM sub-technique
- AML.T0015 Evade AI Model technique