Rethinking Gradient Operator for Exposing AI-enabled Face Forgeries

Zhiqing Guo, Gaobo Yang, Dengyong Zhang +1

For image forensics, convolutional neural networks (CNNs) tend to learn content features rather than subtle manipulation traces, which limits forensic performance. Existing methods…