RFDforFin: Robust Deep Forgery Detection for GAN-generated Fingerprint Images

18 August 2023

Papers citing "RFDforFin: Robust Deep Forgery Detection for GAN-generated Fingerprint Images"

20 / 20 papers shown

Title
SpoofGAN: Synthetic Fingerprint Spoof Images Steven A. Grosz A.K. Jain 52 20 0 13 Apr 2022
Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection Liang Chen Yong Zhang Yibing Song Lingqiao Liu Jue Wang AAML 90 208 0 23 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 262 30,123 0 01 Mar 2022
PrintsGAN: Synthetic Fingerprint Generator Joshua J. Engelsma Steven A. Grosz Anil K. Jain 82 39 0 10 Jan 2022
LivDet 2021 Fingerprint Liveness Detection Competition -- Into the unknown Roberto Casula Marco Micheletto G. Orrú Rita Delussu S. Concas Andrea Panzino G. L. Marcialis 36 25 0 23 Aug 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 167 1,595 0 23 Jun 2021
Generalizing Face Forgery Detection with High-frequency Features Yucheng Luo Yong Zhang Junchi Yan Wei Liu CVBM 62 339 0 23 Mar 2021
Frequency-aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection Jiaming Li Hongtao Xie Jiahong Li Zhongyuan Wang Yongdong Zhang CVBM 73 242 0 16 Mar 2021
Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain Honggu Liu Xiaodan Li Wenbo Zhou YueFeng Chen Yuan He Hui Xue Weiming Zhang Nenghai Yu CVBM 210 373 0 02 Mar 2021
Leveraging Frequency Analysis for Deep Fake Image Recognition Joel Frank Thorsten Eisenhofer Lea Schonherr Asja Fischer D. Kolossa Thorsten Holz 70 552 0 19 Mar 2020
Global Texture Enhancement for Fake Face Detection in the Wild Zhengzhe Liu Xiaojuan Qi Philip Torr CVBM 49 290 0 01 Feb 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 61 838 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 137 978 0 23 Dec 2019
Fingerprint Synthesis: Search with 100 Million Prints Vishesh Mistry Joshua J. Engelsma Anil K. Jain 26 26 0 16 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 274 5,808 0 03 Dec 2019
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation Yunjey Choi Min-Je Choi M. Kim Jung-Woo Ha Sunghun Kim Jaegul Choo GAN 123 3,553 0 24 Nov 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 199 9,545 0 31 Mar 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 289 19,981 0 07 Oct 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 319 8,114 0 13 Aug 2016
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 248 14,005 0 19 Nov 2015