Fake Image Detection

4 papers with code • 0 benchmarks • 0 datasets

( Image credit: FaceForensics++ )


Latest papers without code

Imperceptible Adversarial Examples for Fake Image Detection

3 Jun 2021

Fooling people with highly realistic fake images generated with Deepfake or GANs brings a great social disturbance to our society.

Face Swapping Fake Image Detection

Fake-image detection with Robust Hashing

2 Feb 2021

In this paper, we investigate whether robust hashing has a possibility to robustly detect fake-images even when multiple manipulation techniques such as JPEG compression are applied to images for the first time.

Fake Image Detection

CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection

1 Dec 2020

In this paper, we propose a novel CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection.

Fake Image Detection Image Generation +1

FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction

13 Jun 2020

At this moment, GAN-based image generation methods are still imperfect, whose upsampling design has limitations in leaving some certain artifact patterns in the synthesized image.

DeepFake Detection Face Swapping +2

Global Texture Enhancement for Fake Face Detection in the Wild

CVPR 2020

In this paper, we conduct an empirical study on fake/real faces, and have two important observations: firstly, the texture of fake faces is substantially different from real ones; secondly, global texture statistics are more robust to image editing and transferable to fake faces from different GANs and datasets.

Face Detection Fake Image Detection