Detecting GAN generated Fake Images using Co-occurrence Matrices

15 March 2019

L. Nataraj

Tajuddin Manhar Mohammed

Papers citing "Detecting GAN generated Fake Images using Co-occurrence Matrices"

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Title
GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework Jianyi Zhang Xuanxi Huang Yaqi Liu Yuyang Han Zixiao Xiang GAN MedIm 25 8 0 30 May 2022
Real or Virtual: A Video Conferencing Background Manipulation-Detection System Ehsan Nowroozi Yassine Mekdad Mauro Conti Simone Milani Selcuk Uluagac Berrin Yanikoglu 15 1 0 25 Apr 2022
Proactive Image Manipulation Detection Vishal Asnani Xi Yin Tal Hassner Sijia Liu Xiaoming Liu 21 39 0 29 Mar 2022
Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated Images Brandon Khoo C. H. Lim Raphaël C.-W. Phan 24 0 0 18 Mar 2022
Detecting High-Quality GAN-Generated Face Images using Neural Networks Ehsan Nowroozi Mauro Conti Yassine Mekdad CVBM 13 10 0 03 Mar 2022
Deepfake Network Architecture Attribution Tianyun Yang Ziyao Huang Juan Cao Lei Li Xirong Li 52 51 0 28 Feb 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 24 11 0 11 Feb 2022
DA-FDFtNet: Dual Attention Fake Detection Fine-tuning Network to Detect Various AI-Generated Fake Images Youngoh Bang Simon S. Woo AAML CVBM 19 6 0 22 Dec 2021
Forensic Analysis of Synthetically Generated Western Blot Images S. Mandelli D. Cozzolino E. D. Cannas J. P. Cardenuto Daniel Moreira ... Walter J. Scheirer Anderson de Rezende Rocha L. Verdoliva Stefano Tubaro Edward J. Delp 22 21 0 16 Dec 2021
A Review of Web Infodemic Analysis and Detection Trends across Multi-modalities using Deep Neural Networks Chahat Raj P. Meel 11 0 0 23 Nov 2021
WaveFake: A Data Set to Facilitate Audio Deepfake Detection Joel Frank Lea Schonherr DiffM 129 123 0 04 Nov 2021
Geo-DefakeHop: High-Performance Geographic Fake Image Detection Hong-Shuo Chen Kaitai Zhang Shuowen Hu Suya You C.-C. Jay Kuo 41 13 0 19 Oct 2021
Distinguishing Natural and Computer-Generated Images using Multi-Colorspace fused EfficientNet Manjary P.Gangan Anoop Kadan L. LajishV. 23 23 0 18 Oct 2021
Challenges and Solutions in DeepFakes Jatin Sharma Sahil Sharma 23 1 0 12 Sep 2021
DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning S. Zobaed Md Fazle Rabby Md Istiaq Hossain E. Hossain Sazib Hasan Asif Karim Khan Md. Hasib AAML 38 14 0 07 Sep 2021
Generative Models for Security: Attacks, Defenses, and Opportunities L. A. Bauer Vincent Bindschaedler 23 4 0 21 Jul 2021
Do Not Deceive Your Employer with a Virtual Background: A Video Conferencing Manipulation-Detection System Mauro Conti Simone Milani Ehsan Nowroozi Gabriele Orazi 14 6 0 29 Jun 2021
Learning to Disentangle GAN Fingerprint for Fake Image Attribution Tianyun Yang Juan Cao Qiang Sheng Lei Li Jiaqi Ji Xirong Li Sheng Tang 26 19 0 16 Jun 2021
Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis Yang He Ning Yu M. Keuper Mario Fritz 24 63 0 29 May 2021
Making Generated Images Hard To Spot: A Transferable Attack On Synthetic Image Detectors Xinwei Zhao Matthew C. Stamm AAML 27 4 0 25 Apr 2021
Representative Forgery Mining for Fake Face Detection Chengrui Wang Weihong Deng CVBM 29 180 0 14 Apr 2021
Holistic Image Manipulation Detection using Pixel Co-occurrence Matrices L. Nataraj Michael Goebel Tajuddin Manhar Mohammed S. Chandrasekaran B. S. Manjunath 15 3 0 12 Apr 2021
Are GAN generated images easy to detect? A critical analysis of the state-of-the-art Diego Gragnaniello D. Cozzolino Francesco Marra Giovanni Poggi L. Verdoliva 20 165 0 06 Apr 2021
Attribution of Gradient Based Adversarial Attacks for Reverse Engineering of Deceptions Michael Goebel Jason Bunk Srinjoy Chattopadhyay L. Nataraj S. Chandrasekaran B. S. Manjunath AAML 9 4 0 19 Mar 2021
Countering Malicious DeepFakes: Survey, Battleground, and Horizon Felix Juefei Xu Run Wang Yihao Huang Qing-Wu Guo Lei Ma Yang Liu AAML 22 130 0 27 Feb 2021
Deepfakes Generation and Detection: State-of-the-art, open challenges, countermeasures, and way forward Momina Masood M. Nawaz K. Malik A. Javed Aun Irtaza AAML 114 296 0 25 Feb 2021
VIPPrint: A Large Scale Dataset of Printed and Scanned Images for Synthetic Face Images Detection and Source Linking Anselmo Castelo Branco Ferreira Ehsan Nowroozi Mauro Barni CVBM 18 3 0 01 Feb 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
Towards transformation-resilient provenance detection of digital media Jamie Hayes Krishnamurthy Dvijotham Dvijotham Yutian Chen Sander Dieleman Pushmeet Kohli Norman Casagrande 8 3 0 14 Nov 2020
A Survey of Machine Learning Techniques in Adversarial Image Forensics Ehsan Nowroozi Ali Dehghantanha R. Parizi K. Choo AAML 17 71 0 19 Oct 2020
T-GD: Transferable GAN-generated Images Detection Framework Hyeonseong Jeon Youngoh Bang Junyaup Kim Simon S. Woo 20 45 0 10 Aug 2020
CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis Mauro Barni Kassem Kallas Ehsan Nowroozi B. Tondi CVBM 4 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 15 36 0 20 Jul 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 54 864 0 05 Jul 2020
Detecting CNN-Generated Facial Images in Real-World Scenarios Nils Hulzebosch Sarah Ibrahimi M. Worring CVBM 24 77 0 12 May 2020
Fake face detection via adaptive manipulation traces extraction network Zhiqing Guo Gaobo Yang Jiyou Chen Xingming Sun CVBM 6 16 0 11 May 2020
Attentive Semantic Exploring for Manipulated Face Detection Zehao Chen Hua Yang CVBM 8 22 0 06 May 2020
One-Shot GAN Generated Fake Face Detection Hadi Mansourifar W. Shi CVBM 6 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 16 528 0 19 Mar 2020
Global Texture Enhancement for Fake Face Detection in the Wild Zhengzhe Liu Xiaojuan Qi Philip H. S. Torr CVBM 4 276 0 01 Feb 2020
Media Forensics and DeepFakes: an overview L. Verdoliva 28 536 0 18 Jan 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 40 775 0 01 Jan 2020
CNN-generated images are surprisingly easy to spot... for now Sheng-Yu Wang Oliver Wang Richard Y. Zhang Andrew Owens Alexei A. Efros OOD 8 939 0 23 Dec 2019
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 19 128 0 13 Nov 2019
Incremental learning for the detection and classification of GAN-generated images Francesco Marra Cristiano Saltori G. Boato Luisa Verdoliva 17 129 0 03 Oct 2019
FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces Run Wang Felix Juefei Xu L. Ma Xiaofei Xie Yihao Huang Jian-Xun Wang Yang Liu AAML CVBM 21 54 0 13 Sep 2019
Detecting and Simulating Artifacts in GAN Fake Images Xu-Yao Zhang Svebor Karaman Shih-Fu Chang 28 473 0 15 Jul 2019
Source Generator Attribution via Inversion Michael Albright Scott McCloskey 11 47 0 06 May 2019
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection D. Cozzolino Giovanni Poggi L. Verdoliva 101 324 0 14 Mar 2017