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GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection

13 November 2019

João C. Neves

Ruben Tolosana

Julian Fierrez

Papers citing "GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection"

42 / 42 papers shown

Title
Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024 Nuria Alina Chandra Ryan Murtfeldt Lin Qiu Arnab Karmakar Hannah Lee ... Sejin Paik Changyeon Lee Jongwook Choi Aerin Kim O. Etzioni 131 7 0 04 Mar 2025
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 187 2 0 26 Nov 2024
IDRetracor: Towards Visual Forensics Against Malicious Face Swapping Jikang Cheng Jiaxin Ai Zhen Han Chao Liang Qin Zou Zhongyuan Wang Qian Wang CVBM 88 0 0 13 Aug 2024
A3:Ambiguous Aberrations Captured via Astray-Learning for Facial Forgery Semantic Sublimation Xinan He Yue Zhou Wei Ye Feng Ding CVBM 83 1 0 24 May 2024
Exposing Lip-syncing Deepfakes from Mouth Inconsistencies Soumyya Kanti Datta Shan Jia Siwei Lyu 111 6 0 18 Jan 2024
Datasets, Clues and State-of-the-Arts for Multimedia Forensics: An Extensive Review Ankit Yadav Dinesh Kumar Vishwakarma AAML 59 7 0 13 Jan 2024
AVA: Inconspicuous Attribute Variation-based Adversarial Attack bypassing DeepFake Detection Xiangtao Meng Li Wang Shanqing Guo Lei Ju Qingchuan Zhao AAML 55 8 0 14 Dec 2023
FRCSyn Challenge at WACV 2024:Face Recognition Challenge in the Era of Synthetic Data Pietro Melzi Ruben Tolosana R. Vera-Rodríguez Minchul Kim Christian Rathgeb ... Andrea Atzori Fadi Boutros Naser Damer Gianni Fenu Mirko Marras 87 16 0 17 Nov 2023
PAD-Phys: Exploiting Physiology for Presentation Attack Detection in Face Biometrics Luis F. Gomez Julian Fierrez Aythami Morales Mahdieh Ghafourian Ruben Tolosana Imanol Solano Alejandro Garcia F. Zamora-Martínez AAML 52 3 0 03 Oct 2023
Improving Cross-dataset Deepfake Detection with Deep Information Decomposition Shanmin Yang Shu Hu Bin Zhu Ying Fu Siwei Lyu Xi Wu Xin Wang 108 7 0 30 Sep 2023
GANDiffFace: Controllable Generation of Synthetic Datasets for Face Recognition with Realistic Variations Pietro Melzi Christian Rathgeb Ruben Tolosana R. Vera-Rodríguez Dominik Lawatsch Florian Domin Maxim Schaubert DiffM 104 53 0 31 May 2023
Deepfake Detection of Occluded Images Using a Patch-based Approach Mahsa Soleimani Ali Nazari M. Moghaddam CVBM 53 5 0 10 Apr 2023
OTB-morph: One-Time Biometrics via Morphing Mahdieh Ghafourian Julian Fierrez R. Vera-Rodríguez Aythami Morales Ignacio Serna 69 4 0 17 Feb 2023
General GAN-generated image detection by data augmentation in fingerprint domain Huaming Wang Jianwei Fei Yunshu Dai Lingyun Leng Zhihua Xia 85 5 0 27 Dec 2022
GLFF: Global and Local Feature Fusion for AI-synthesized Image Detection Yan Ju Shan Jia Jia Cai Haiying Guan Siwei Lyu CVBM 118 30 0 16 Nov 2022
Black-Box Attack against GAN-Generated Image Detector with Contrastive Perturbation Zijie Lou Gang Cao Ma Lin AAML 60 6 0 07 Nov 2022
Anisotropic multiresolution analyses for deepfake detection Wei Huang Michelangelo Valsecchi Michael Multerer AAML 59 5 0 26 Oct 2022
Quantitative Metrics for Evaluating Explanations of Video DeepFake Detectors Federico Baldassarre Quentin Debard Gonzalo Fiz Pontiveros Tri Kurniawan Wijaya 82 4 0 07 Oct 2022
Deepfake: Definitions, Performance Metrics and Standards, Datasets and Benchmarks, and a Meta-Review Enes ALTUNCU V. N. Franqueira Shujun Li 145 13 0 21 Aug 2022
Using Deep Learning to Detecting Deepfakes Jacob Mallet Rushit Dave Naeem Seliya Mounika Vanamala 75 19 0 27 Jul 2022
Deepfake Face Traceability with Disentangling Reversing Network Jiaxin Ai Zhongyuan Wang Baojin Huang Zhen Han CVBM PICV 114 2 0 08 Jul 2022
Misleading Deep-Fake Detection with GAN Fingerprints Vera Wesselkamp Konrad Rieck Dan Arp Erwin Quiring AAML 76 10 0 25 May 2022
Making DeepFakes more spurious: evading deep face forgery detection via trace removal attack Chi Liu Huajie Chen Tianqing Zhu Jun Zhang Wanlei Zhou AAML 69 24 0 22 Mar 2022
Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated Images Brandon Khoo C. H. Lim Raphaël C.-W. Phan 55 0 0 18 Mar 2022
OTB-morph: One-Time Biometrics via Morphing applied to Face Templates Mahdieh Ghafourian Julian Fierrez R. Vera-Rodríguez Ignacio Serna Aythami Morales CVBM 60 6 0 25 Nov 2021
Introduction to Presentation Attack Detection in Face Biometrics and Recent Advances J. Hernandez-Ortega Julian Fierrez Aythami Morales Javier Galbally AAML CVBM 85 9 0 23 Nov 2021
Deep Fake Detection: Survey of Facial Manipulation Detection Solutions Samay Pashine Sagar Mandiya P. Gupta Rashid Sheikh CVBM 64 21 0 23 Jun 2021
MagDR: Mask-guided Detection and Reconstruction for Defending Deepfakes Zhikai Chen Lingxi Xie Shanmin Pang Yong He Bo Zhang AAML 111 32 0 26 Mar 2021
Countering Malicious DeepFakes: Survey, Battleground, and Horizon Felix Juefei Xu Run Wang Yihao Huang Qing Guo Lei Ma Yang Liu AAML 110 138 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 202 323 0 25 Feb 2021
Deep Gait Recognition: A Survey Alireza Sepas-Moghaddam Ali Etemad CVBM 110 183 0 18 Feb 2021
Learning Self-Consistency for Deepfake Detection Tianchen Zhao Xiang Xu Mingze Xu Hui Ding Yuanjun Xiong Wei Xia SSL 91 271 0 16 Dec 2020
This Face Does Not Exist ... But It Might Be Yours! Identity Leakage in Generative Models Patrick J. Tinsley A. Czajka Patrick Flynn CVBM GAN 93 41 0 10 Dec 2020
Facial Expressions as a Vulnerability in Face Recognition Alejandro Peña Ignacio Serna Aythami Morales Julian Fierrez Àgata Lapedriza CVBM 83 19 0 17 Nov 2020
DeepFakesON-Phys: DeepFakes Detection based on Heart Rate Estimation J. Hernandez-Ortega Ruben Tolosana Julian Fierrez Aythami Morales 100 83 0 01 Oct 2020
How Do the Hearts of Deep Fakes Beat? Deep Fake Source Detection via Interpreting Residuals with Biological Signals U. Ciftci Ilke Demir L. Yin 126 74 0 26 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 72 37 0 20 Jul 2020
BeCAPTCHA-Mouse: Synthetic Mouse Trajectories and Improved Bot Detection A. Acien Aythami Morales Julian Fierrez R. Vera-Rodríguez 76 35 0 02 May 2020
DeepFakes Evolution: Analysis of Facial Regions and Fake Detection Performance Ruben Tolosana Sergio Romero-Tapiador Julian Fierrez R. Vera-Rodríguez CVBM 94 90 0 16 Apr 2020
Media Forensics and DeepFakes: an overview L. Verdoliva 112 557 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 120 801 0 01 Jan 2020
SpoC: Spoofing Camera Fingerprints D. Cozzolino Justus Thies Andreas Rossler Matthias Nießner L. Verdoliva 87 39 0 27 Nov 2019