Fake Image Detection
11 papers with code • 0 benchmarks • 2 datasets
( Image credit: FaceForensics++ )
Benchmarks
These leaderboards are used to track progress in Fake Image Detection
ArtiFact
Corn Seeds Dataset
Latest papers with no code
CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection
In this paper, we propose a novel CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection.
Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering
We first demonstrate that frequency-domain notch filtering, although famously shown to be effective in removing periodic noise in the spatial domain, is infeasible for our task at hand due to the manual designs required for the notch filters.
FakeLocator: Robust Localization of GAN-Based Face Manipulations
In this work, we investigate the architecture of existing GAN-based face manipulation methods and observe that the imperfection of upsampling methods therewithin could be served as an important asset for GAN-synthesized fake image detection and forgery localization.
