Towards Universal GAN Image Detection

Towards Universal GAN Image Detection

Visual Communications and Image Processing (VCIP), 2021

23 December 2021

Diego Gragnaniello

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Papers citing "Towards Universal GAN Image Detection"

13 / 13 papers shown

Title
PRADA: Probability-Ratio-Based Attribution and Detection of Autoregressive-Generated Images Simon Damm Jonas Ricker Henning Petzka Asja Fischer 169 0 0 25 Nov 2025
RAID: A Dataset for Testing the Adversarial Robustness of AI-Generated Image Detectors Hicham Eddoubi Jonas Ricker Federico Cocchi Lorenzo Baraldi Angelo Sotgiu ... Marcella Cornia Lorenzo Baraldi Asja Fischer Rita Cucchiara Battista Biggio AAML 439 0 0 04 Jun 2025
Synthetic Art Generation and DeepFake Detection A Study on Jamini Roy Inspired Dataset Kushal Agrawal Romi Banerjee 141 2 0 29 Mar 2025
AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error Jonas Ricker Denis Lukovnikov Asja Fischer 337 81 0 31 Jan 2024
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning Haiwei Wu Jiantao Zhou Shile Zhang 434 45 0 23 May 2023
Sequential training of GANs against GAN-classifiers reveals correlated "knowledge gaps" present among independently trained GAN instancesComputer Vision and Pattern Recognition (CVPR), 2023 Arkanath Pathak Nick Dufour 101 1 0 27 Mar 2023
GLFF: Global and Local Feature Fusion for AI-synthesized Image DetectionIEEE transactions on multimedia (IEEE TMM), 2022 Yan Ju Shan Jia Jia Cai Haiying Guan Siwei Lyu CVBM 404 48 0 16 Nov 2022
Towards the Detection of Diffusion Model Deepfakes Jonas Ricker Simon Damm Thorsten Holz Asja Fischer DiffM 301 134 0 26 Oct 2022
DepthFake: a depth-based strategy for detecting Deepfake videos Luca Maiano Lorenzo Papa Ketbjano Vocaj Irene Amerini 156 11 0 23 Aug 2022
CORE: Consistent Representation Learning for Face Forgery Detection Yu-Shu Ni Depu Meng Changqian Yu Chengbin Quan Dongchun Ren Youjian Zhao CVBM CLL 201 103 0 06 Jun 2022
An Overview of Recent Work in Media Forensics: Methods and Threats Kratika Bhagtani A. Yadav Emily R. Bartusiak Ziyue Xiang Ruiting Shao Sriram Baireddy Edward J. Delp AAML 253 28 0 26 Apr 2022
Fusing Global and Local Features for Generalized AI-Synthesized Image DetectionInternational Conference on Information Photonics (ICIP), 2022 Yan Ju Shan Jia Lipeng Ke Hongfei Xue Koki Nagano Siwei Lyu 252 100 0 26 Mar 2022
Detecting GAN-generated Images by Orthogonal Training of Multiple CNNsInternational Conference on Information Photonics (ICIP), 2022 S. Mandelli Nicolo Bonettini Paolo Bestagini Stefano Tubaro 161 73 0 04 Mar 2022