Detecting GAN-generated Imagery using Color Cues

19 December 2018

Papers citing "Detecting GAN-generated Imagery using Color Cues"

40 / 40 papers shown

Title
Where's the liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content Haoyue Bai Yiyou Sun Wei Cheng Haifeng Chen AAML 59 0 0 02 May 2025
Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery Amplification Approach Lvpan Cai Haowei Wang Jiayi Ji YanShu ZhouMen Yiwei Ma Xiaoshuai Sun Liujuan Cao Rongrong Ji ViT 43 0 0 16 Apr 2025
LaRE $^2$ : Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection Yunpeng Luo Junlong Du Ke Yan Shouhong Ding DiffM 145 20 0 24 Feb 2025
A Sanity Check for AI-generated Image Detection Shilin Yan Ouxiang Li Jiayin Cai Y. Hao Xiaolong Jiang Yao Hu Weidi Xie VLM 72 21 0 27 Jun 2024
RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection Zhiyuan He Pin-Yu Chen Tsung-Yi Ho 46 12 0 30 May 2024
Generalized Deepfakes Detection with Reconstructed-Blended Images and Multi-scale Feature Reconstruction Network Yuyang Sun H. Nguyen Chun-Shien Lu ZhiYong Zhang Lu Sun Isao Echizen CVBM 47 2 0 13 Dec 2023
Deepfake Detection of Occluded Images Using a Patch-based Approach Mahsa Soleimani Ali Nazari M. Moghaddam CVBM 30 3 0 10 Apr 2023
Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection Chu Zhou Jiajun Huang Daochang Liu Chengbin Du Siqi Ma Surya Nepal Chang Xu 33 0 0 21 Feb 2023
Anisotropic multiresolution analyses for deepfake detection Wei Huang Michelangelo Valsecchi Michael Multerer AAML 26 5 0 26 Oct 2022
Evaluation of Pre-Trained CNN Models for Geographic Fake Image Detection Sid Ahmed Fezza Mohammed Yasser Ouis Bachir Kaddar W. Hamidouche Abdenour Hadid 26 3 0 01 Oct 2022
Dataset and Case Studies for Visual Near-Duplicates Detection in the Context of Social Media Hana Matatov Mor Naaman Ofra Amir 9 5 0 14 Mar 2022
Detecting High-Quality GAN-Generated Face Images using Neural Networks Ehsan Nowroozi Mauro Conti Yassine Mekdad CVBM 21 10 0 03 Mar 2022
GAN-generated Faces Detection: A Survey and New Perspectives Xin Wang Hui Guo Shu Hu Ming-Ching Chang Siwei Lyu CVBM 24 63 0 15 Feb 2022
D4: Detection of Adversarial Diffusion Deepfakes Using Disjoint Ensembles Ashish Hooda Neal Mangaokar Ryan Feng Kassem Fawaz S. Jha Atul Prakash 29 11 0 11 Feb 2022
WaveFake: A Data Set to Facilitate Audio Deepfake Detection Joel Frank Lea Schonherr DiffM 132 125 0 04 Nov 2021
Improved Xception with Dual Attention Mechanism and Feature Fusion for Face Forgery Detection Hao Lin Weiqi Luo Kangkang Wei Minglin Liu CVBM AAML 3DPC 52 16 0 29 Sep 2021
SoK: Machine Learning Governance Varun Chandrasekaran Hengrui Jia Anvith Thudi Adelin Travers Mohammad Yaghini Nicolas Papernot 40 16 0 20 Sep 2021
Robust Attentive Deep Neural Network for Exposing GAN-generated Faces Hui Guo Shu Hu Xin Wang Ming-Ching Chang Siwei Lyu CVBM 21 34 0 05 Sep 2021
Eyes Tell All: Irregular Pupil Shapes Reveal GAN-generated Faces Hui Guo Shu Hu Xin Wang Ming-Ching Chang Siwei Lyu GAN CVBM 28 71 0 01 Sep 2021
Robust Face-Swap Detection Based on 3D Facial Shape Information Weinan Guan Wei Wang Jing Dong Bo Peng Tieniu Tan CVBM 28 6 0 28 Apr 2021
Metric Learning for Anti-Compression Facial Forgery Detection Shenhao Cao Qin Zou Xiuqing Mao Zhongyuan Wang CVBM 10 24 0 15 Mar 2021
Detecting Deepfake Videos Using Euler Video Magnification Rashmiranjan Das Gaurav Negi Alan F. Smeaton 38 15 0 27 Jan 2021
Fake Visual Content Detection Using Two-Stream Convolutional Neural Networks B. Yousaf Muhammad Usama Waqas Sultani Arif Mahmood Junaid Qadir 17 8 0 03 Jan 2021
CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis Mauro Barni Kassem Kallas Ehsan Nowroozi B. Tondi CVBM 22 76 0 25 Jul 2020
Detection, Attribution and Localization of GAN Generated Images Michael Goebel L. Nataraj Tejaswi Nanjundaswamy Tajuddin Manhar Mohammed S. Chandrasekaran B. S. Manjunath GAN 31 36 0 20 Jul 2020
Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware Clues Yuyang Qian Guojun Yin Lu Sheng Zixuan Chen Jing Shao CVBM 49 662 0 18 Jul 2020
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms Hua Qi Qing Guo Felix Juefei Xu Xiaofei Xie Lei Ma Wei Feng Yang Liu Jianjun Zhao CVBM 35 198 0 13 Jun 2020
Detecting CNN-Generated Facial Images in Real-World Scenarios Nils Hulzebosch Sarah Ibrahimi M. Worring CVBM 40 77 0 12 May 2020
One-Shot GAN Generated Fake Face Detection Hadi Mansourifar W. Shi CVBM 19 10 0 27 Mar 2020
Leveraging Frequency Analysis for Deep Fake Image Recognition Joel Frank Thorsten Eisenhofer Lea Schonherr Asja Fischer D. Kolossa Thorsten Holz 18 532 0 19 Mar 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Aythami Morales J. Ortega-Garcia 3DPC CVBM 51 775 0 01 Jan 2020
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection João C. Neves Ruben Tolosana R. Vera-Rodríguez Vasco Lopes Hugo Proencca Julian Fierrez AAML PICV 21 128 0 13 Nov 2019
A Method for Identifying Origin of Digital Images Using a Convolution Neural Network Rong Huang Fuming Fang H. Nguyen Junichi Yamagishi Isao Echizen 17 5 0 02 Nov 2019
Incremental learning for the detection and classification of GAN-generated images Francesco Marra Cristiano Saltori G. Boato Luisa Verdoliva 27 129 0 03 Oct 2019
FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces Run Wang Felix Juefei Xu Lei Ma Xiaofei Xie Yihao Huang Jian-Xun Wang Yang Liu AAML CVBM 23 54 0 13 Sep 2019
Source Generator Attribution via Inversion Michael Albright Scott McCloskey 21 47 0 06 May 2019
Exposing GAN-synthesized Faces Using Landmark Locations Xin Yang Yuezun Li H. Qi Siwei Lyu GAN CVBM 29 107 0 30 Mar 2019
Detecting GAN generated Fake Images using Co-occurrence Matrices L. Nataraj Tajuddin Manhar Mohammed S. Chandrasekaran A. Flenner Jawadul H. Bappy Amit K. Roy-Chowdhury B. S. Manjunath GAN 41 269 0 15 Mar 2019
Do GANs leave artificial fingerprints? Francesco Marra Diego Gragnaniello L. Verdoliva Giovanni Poggi GAN 19 317 0 31 Dec 2018
Exposing DeepFake Videos By Detecting Face Warping Artifacts Yuezun Li Siwei Lyu AAML CVBM 30 898 0 01 Nov 2018