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GAN image forensics

2 papers with code · Computer Vision

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Learning to Detect Fake Face Images in the Wild

24 Sep 2018jesse1029/Fake-Face-Images-Detection-Tensorflow

Although Generative Adversarial Network (GAN) can be used to generate the realistic image, improper use of these technologies brings hidden concerns.

FACE SWAPPING FAKE IMAGE DETECTION GAN IMAGE FORENSICS IMAGE GENERATION

Detecting and Simulating Artifacts in GAN Fake Images

15 Jul 2019ColumbiaDVMM/AutoGAN

By using the simulated images to train a spectrum based classifier, even without seeing the fake images produced by the targeted GAN model during training, our approach achieves state-of-the-art performances on detecting fake images generated by popular GAN models such as CycleGAN.

GAN IMAGE FORENSICS