Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection

no code implementations • 30 Mar 2023 • Chuer Yu, Xuhong Zhang, Yuxuan Duan, Senbo Yan, Zonghui Wang, Yang Xiang, Shouling Ji, Wenzhi Chen

We then visualize the identity loss between the test and the reference image from the image differences of the aligned pairs, and design a custom metric to quantify the identity loss.

Attribute DeepFake Detection +1

Watch Out for the Confusing Faces: Detecting Face Swapping with the Probability Distribution of Face Identification Models

no code implementations • 23 Mar 2023 • Yuxuan Duan, Xuhong Zhang, Chuer Yu, Zonghui Wang, Shouling Ji, Wenzhi Chen

We reflect this nature with the confusion of a face identification model and measure the confusion with the maximum value of the output probability distribution.

Face Identification Face Swapping