2 papers
cs.CV2026
FairReL: Deepfake Detection using Fairness-Aware Representation Learning
Xiaoman Lu, Jiaqi Li, Shuntian Zheng +2
Although recent deepfake detectors achieve high overall accuracy, their errors remain unevenly distributed across demographic subgroups, with real faces from certain groups more of…
cs.CV2025
Towards Robust Protective Perturbation against DeepFake Face Swapping
Hengyang Yao, Lin Li, Ke Sun +2
DeepFake face swapping enables highly realistic identity forgeries, posing serious privacy and security risks. A common defence embeds invisible perturbations into images, but thes…