Preserving Fairness Generalization in Deepfake Detection

Li Lin,Xinan He,Yan Ju,Xin Wang,Feng Ding,Shu Hu

CVPR 2024（2024）

Cited 42|Views56

Key words

Deepfake Detection,Demographic Characteristics,Demographic Groups,Trust Model,Fair Performance,Training Data,Deep Neural Network,False Positive Rate,Cross-entropy Loss,Multilayer Perceptron,Facial Features,Learning Module,Reconstructive,Area Under Curve,Classification Loss,Joint Optimization,Content Features,Real Examples,Reconstruction Loss,Contrastive Loss,Multilayer Perceptron Architecture,Dataset Bias,Fair Model,Domain-specific Features

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