Do GANs leave artificial fingerprints?

31 December 2018

Papers citing "Do GANs leave artificial fingerprints?"

23 / 73 papers shown

Title
T-GD: Transferable GAN-generated Images Detection Framework Hyeonseong Jeon Youngoh Bang Junyaup Kim Simon S. Woo 27 45 0 10 Aug 2020
Two-branch Recurrent Network for Isolating Deepfakes in Videos I. Masi Aditya Killekar R. Mascarenhas Shenoy Pratik Gurudatt Wael AbdAlmageed CVBM 13 361 0 08 Aug 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
Detecting CNN-Generated Facial Images in Real-World Scenarios Nils Hulzebosch Sarah Ibrahimi M. Worring CVBM 40 77 0 12 May 2020
Fake face detection via adaptive manipulation traces extraction network Zhiqing Guo Gaobo Yang Jiyou Chen Xingming Sun CVBM 24 16 0 11 May 2020
Deepfakes Detection with Automatic Face Weighting D. M. Montserrat Hanxiang Hao S. Yarlagadda Sriram Baireddy Ruiting Shao ... Emily R. Bartusiak Justin Yang David Guera F. Zhu Edward J. Delp CVBM 27 113 0 25 Apr 2020
On the use of Benford's law to detect GAN-generated images Nicolo Bonettini Paolo Bestagini Simone Milani Stefano Tubaro GAN 13 38 0 16 Apr 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
Fake Generated Painting Detection via Frequency Analysis Yong Bai Yuanfang Guo Jinjie Wei Lin Lu Rui Wang Yunhong Wang 28 12 0 05 Mar 2020
FakeLocator: Robust Localization of GAN-Based Face Manipulations Yihao Huang Felix Juefei Xu Jianwen Li Yang Liu G. Pu AAML 32 68 0 27 Jan 2020
Media Forensics and DeepFakes: an overview L. Verdoliva 44 539 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 51 775 0 01 Jan 2020
Face X-ray for More General Face Forgery Detection Lingzhi Li Jianmin Bao Ting Zhang Hao Yang Dong Chen Fang Wen B. Guo PICV CVBM 26 824 0 31 Dec 2019
CNN-generated images are surprisingly easy to spot... for now Sheng-Yu Wang Oliver Wang Richard Y. Zhang Andrew Owens Alexei A. Efros OOD 57 946 0 23 Dec 2019
SpoC: Spoofing Camera Fingerprints D. Cozzolino Justus Thies Andreas Rossler Matthias Nießner L. Verdoliva 33 38 0 27 Nov 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 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 22 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
Source Generator Attribution via Inversion Michael Albright Scott McCloskey 27 47 0 06 May 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 47 269 0 15 Mar 2019
Neural Imaging Pipelines - the Scourge or Hope of Forensics? Pawel Korus N. Memon 23 1 0 27 Feb 2019
Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints Ning Yu Larry S. Davis Mario Fritz 27 3 0 20 Nov 2018
Noiseprint: a CNN-based camera model fingerprint D. Cozzolino L. Verdoliva 25 375 0 25 Aug 2018