Conference
Open access
Sep 2026
Breaking the Trade-off: Orthogonal Semantic Decoupling for Generalizable and Fair Deepfake Detection
Orthogonal Semantic Decoupling is proposed, a framework that decouples demographic semantics from forgery cues and out-performs state-of-the-art methods in both generalization and fairness, breaking the trade-off.
Zhong-Yu Shi, Si-Yu Peng, Yi-Min Kang et al.
· Proceedings of the Thirty-Fi... · 0 citations