Towards Universal GAN Image Detection

23 December 2021

Papers citing "Towards Universal GAN Image Detection"

22 / 22 papers shown

Title
Advance Fake Video Detection via Vision Transformers Joy Battocchio S. Dell’Anna Andrea Montibeller Giulia Boato ViT VGen 41 0 0 29 Apr 2025
Synthetic Art Generation and DeepFake Detection A Study on Jamini Roy Inspired Dataset Kushal Agrawal Romi Banerjee 41 0 0 29 Mar 2025
UGAD: Universal Generative AI Detector utilizing Frequency Fingerprints Inzamamul Alam Muhammad Shahid Muneer Simon Woo 31 2 0 12 Sep 2024
Landscape More Secure Than Portrait? Zooming Into the Directionality of Digital Images With Security Implications Benedikt Lorch Rainer Böhme 40 1 0 21 Jun 2024
AI-Generated Faces in the Real World: A Large-Scale Case Study of Twitter Profile Images Jonas Ricker Dennis Assenmacher Thorsten Holz Asja Fischer Erwin Quiring 31 7 0 22 Apr 2024
Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets Patrick Grommelt Louis Weiss Franz-Josef Pfreundt J. Keuper 34 18 0 26 Mar 2024
GenFace: A Large-Scale Fine-Grained Face Forgery Benchmark and Cross Appearance-Edge Learning Yaning Zhang Zitong Yu Xiaobin Huang Linlin Shen Jianfeng Ren 27 5 0 03 Feb 2024
AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error Jonas Ricker Denis Lukovnikov Asja Fischer 27 31 0 31 Jan 2024
Weakly-supervised deepfake localization in diffusion-generated images Dragos Tantaru Elisabeta Oneata Dan Oneaţă DiffM 34 21 0 08 Nov 2023
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook Mingyuan Fan Chengyu Wang Cen Chen Yang Liu Jun Huang HILM 31 3 0 31 Jul 2023
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning Haiwei Wu Jiantao Zhou Shile Zhang 115 27 0 23 May 2023
Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images Roberto Amoroso Davide Morelli Marcella Cornia Lorenzo Baraldi A. Bimbo Rita Cucchiara DiffM 37 29 0 02 Apr 2023
Sequential training of GANs against GAN-classifiers reveals correlated "knowledge gaps" present among independently trained GAN instances Arkanath Pathak Nick Dufour 20 1 0 27 Mar 2023
Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage Analysis Sergey Sinitsa Ohad Fried 13 17 0 19 Mar 2023
GLFF: Global and Local Feature Fusion for AI-synthesized Image Detection Yan Ju Shan Jia Jia Cai Haiying Guan Siwei Lyu CVBM 45 24 0 16 Nov 2022
Towards the Detection of Diffusion Model Deepfakes Jonas Ricker Simon Damm Thorsten Holz Asja Fischer DiffM 27 100 0 26 Oct 2022
DepthFake: a depth-based strategy for detecting Deepfake videos Luca Maiano Lorenzo Papa Ketbjano Vocaj Irene Amerini 20 9 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 34 62 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 47 25 0 26 Apr 2022
Fusing Global and Local Features for Generalized AI-Synthesized Image Detection Yan Ju Shan Jia Lipeng Ke Hongfei Xue Koki Nagano Siwei Lyu 25 59 0 26 Mar 2022
Detecting GAN-generated Images by Orthogonal Training of Multiple CNNs S. Mandelli Nicolò Bonettini Paolo Bestagini Stefano Tubaro 13 46 0 04 Mar 2022
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 279 10,354 0 12 Dec 2018