Counterfactual Explanations for Face Forgery Detection via Adversarial
Removal of Artifacts

Counterfactual Explanations for Face Forgery Detection via Adversarial Removal of Artifacts

12 April 2024

ArXiv (abs)PDF HTML

Papers citing "Counterfactual Explanations for Face Forgery Detection via Adversarial Removal of Artifacts"

18 / 18 papers shown

Title
Is It Possible to Backdoor Face Forgery Detection with Natural Triggers? Xiaoxuan Han Songlin Yang Wei Wang Ziwen He Jing Dong AAML 42 5 0 31 Dec 2023
Learning Dense Correspondence for NeRF-Based Face Reenactment Songlin Yang Wei Wang Yushi Lan Xiangyu Fan Bo Peng Lei Yang Jing Dong CVBM 3DH 69 6 0 16 Dec 2023
Exposing Fine-Grained Adversarial Vulnerability of Face Anti-Spoofing Models Songlin Yang Wei Wang Chenye Xu Ziwen He Bo Peng Jing Dong AAML CVBM 35 4 0 30 May 2022
Exploring Frequency Adversarial Attacks for Face Forgery Detection Shuai Jia Chao Ma Taiping Yao Bangjie Yin Shouhong Ding Xiaokang Yang AAML 89 63 0 29 Mar 2022
A Systematical Solution for Face De-identification Songlin Yang Wei Wang Yuehua Cheng Jing Dong PICV CVBM 42 8 0 19 Jul 2021
Designing an Encoder for StyleGAN Image Manipulation Omer Tov Yuval Alaluf Yotam Nitzan Or Patashnik Daniel Cohen-Or 283 785 0 04 Feb 2021
Exploring Adversarial Fake Images on Face Manifold Dongze Li Wei Wang Hongxing Fan Jing Dong AAML 84 43 0 09 Jan 2021
Adversarial Threats to DeepFake Detection: A Practical Perspective Paarth Neekhara Brian Dolhansky Joanna Bitton Cristian Canton Ferrer AAML 47 84 0 19 Nov 2020
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation Elad Richardson Yuval Alaluf Or Patashnik Yotam Nitzan Yaniv Azar Stav Shapiro Daniel Cohen-Or 135 1,108 0 03 Aug 2020
VideoForensicsHQ: Detecting High-quality Manipulated Face Videos Gereon Fox Wentao Liu Hyeongwoo Kim Hans-Peter Seidel Mohamed A. Elgharib Christian Theobalt CVBM 90 17 0 20 May 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 293 5,815 0 03 Dec 2019
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 200 1,078 0 27 Sep 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 142 18,134 0 28 May 2019
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 111 2,081 0 25 Jan 2019
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,795 0 11 Jan 2018
Towards Deep Learning Models Resistant to Adversarial Attacks Aleksander Madry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu SILM OOD 307 12,069 0 19 Jun 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 318 20,023 0 07 Oct 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.4K 14,575 0 07 Oct 2016