Environment-Invariant Subspace Learning for Generalizable Deepfake Detection

Shenghao Chen, Hao Jia, Chen Li +3

Cross-distribution generalization remains a critical bottleneck in deepfake detection. While recent efforts leverage the semantic priors of large-scale visual foundation models (VF…