On the generalization of GAN image forensics

27 February 2019

Papers citing "On the generalization of GAN image forensics"

20 / 20 papers shown

Title
Assessment Framework for Deepfake Detection in Real-world Situations Yuhang Lu Touradj Ebrahimi CVBM 32 17 0 12 Apr 2023
Impact of Video Processing Operations in Deepfake Detection Yuhang Lu Touradj Ebrahimi CVBM 27 3 0 30 Mar 2023
Adaptive Frequency Learning in Two-branch Face Forgery Detection Neng Wang Yang Bai Kun Yu Yong Jiang Shutao Xia Yan Wang CVBM 19 1 0 27 Mar 2022
Deepfake Style Transfer Mixture: a First Forensic Ballistics Study on Synthetic Images Luca Guarnera O. Giudice Sebastiano Battiato 30 8 0 18 Mar 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
Towards Universal GAN Image Detection D. Cozzolino Diego Gragnaniello Giovanni Poggi L. Verdoliva 16 30 0 23 Dec 2021
Video Transformer for Deepfake Detection with Incremental Learning Sohail Ahmed Khan Hang Dai ViT 21 62 0 11 Aug 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 22 166 0 06 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
Predicting Video with VQVAE Jacob Walker Ali Razavi Aaron van den Oord DRL 22 66 0 02 Mar 2021
Countering Malicious DeepFakes: Survey, Battleground, and Horizon Felix Juefei Xu Run Wang Yihao Huang Qing-Wu Guo Lei Ma Yang Liu AAML 33 130 0 27 Feb 2021
Adversarially robust deepfake media detection using fused convolutional neural network predictions Sohail Ahmed Khan A. Artusi H. Dai AAML 22 16 0 11 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
Unknown Presentation Attack Detection against Rational Attackers Ali Khodabakhsh Zahid Akhtar AAML 26 4 0 04 Oct 2020
What makes fake images detectable? Understanding properties that generalize Lucy Chai David Bau Ser-Nam Lim Phillip Isola AAML WIGM 30 300 0 24 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 12 76 0 25 Jul 2020
FakeLocator: Robust Localization of GAN-Based Face Manipulations Yihao Huang Felix Juefei Xu Jianwen Li Yang Liu G. Pu AAML 27 67 0 27 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 15 823 0 31 Dec 2019
Incremental learning for the detection and classification of GAN-generated images Francesco Marra Cristiano Saltori G. Boato Luisa Verdoliva 21 129 0 03 Oct 2019
Deep Learning for Deepfakes Creation and Detection: A Survey Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen D. Nguyen Thien Huynh-The S. Nahavandi Thanh Tam Nguyen Viet Quoc Pham Cu Nguyen 28 433 0 25 Sep 2019