Title
Towards Universal GAN Image Detection
Abstract
The ever higher quality and wide diffusion of fake images have spawn a quest for reliable forensic tools. Many GAN image detectors have been proposed, recently. In real world scenarios, however, most of them show limited robustness and generalization ability. Moreover, they often rely on side information not available at test time, that is, they are not universal. We investigate these problems and...
Year
DOI
Venue
2021
10.1109/VCIP53242.2021.9675329
2021 International Conference on Visual Communications and Image Processing (VCIP)
Keywords
DocType
ISSN
Training,Image coding,Visual communication,Forensics,Detectors,Robustness
Conference
2642-9357
ISBN
Citations 
PageRank 
978-1-7281-8551-4
2
0.37
References 
Authors
0
4
Name
Order
Citations
PageRank
Davide Cozzolino120.37
Diego Gragnaniello220.37
Giovanni Poggi320.37
Luisa Verdoliva497157.12