Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges

Ping Liu, Qiqi Tao, Joey Tianyi Zhou

As synthetic media, including video, audio, and text, become increasingly indistinguishable from real content, the risks of misinformation, identity fraud, and social manipulation…