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Index/Topics/Multimodal Detectors for Deepfakes

Multimodal Detectors for Deepfakes

The use of multimodal detectors that combine audio and video to detect deepfakes, particularly in the health sector.

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Jan 22, 2026

Which multimodal detection methods (audio+video) are most effective at identifying health‑related deepfakes?

Multimodal detectors that combine audio and video consistently outperform unimodal systems because they exploit cross‑modal inconsistencies—, prosody versus facial expression, and subtle timing artifa...

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