Exploring Frequency Adversarial Attacks for Face Forgery Detection

29 March 2022

Chao Ma

Papers citing "Exploring Frequency Adversarial Attacks for Face Forgery Detection"

34 / 34 papers shown

Title
Learning Real Facial Concepts for Independent Deepfake Detection Ming-Hui Liu Harry Cheng Tianyi Wang Xin Luo Xin-Shun Xu 128 0 0 07 May 2025
PapMOT: Exploring Adversarial Patch Attack against Multiple Object Tracking Jiahuan Long Tingsong Jiang Wen Yao Shuai Jia Weinan Zhang Weien Zhou Chao Ma Xiaoqian Chen AAML VOT 144 0 0 12 Apr 2025
AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks Jin Li Ziqiang He Anwei Luo Jian-Fang Hu Zhong Wang Xiangui Kang DiffM 123 0 0 12 Mar 2025
PGD-Imp: Rethinking and Unleashing Potential of Classic PGD with Dual Strategies for Imperceptible Adversarial Attacks Jin Li Zitong Yu Ziqiang He Zhong Wang Xiangui Kang AAML 178 0 0 15 Dec 2024
Deep Learning Technology for Face Forgery Detection: A Survey Lixia Ma Puning Yang Yuting Xu Ziming Yang Peipei Li Huaibo Huang 96 2 0 22 Sep 2024
Active Fake: DeepFake Camouflage Pu Sun Honggang Qi Yuezun Li PICV 134 0 0 05 Sep 2024
2D-Malafide: Adversarial Attacks Against Face Deepfake Detection Systems Chiara Galdi Michele Panariello Massimiliano Todisco Nicholas W. D. Evans AAML 49 0 0 26 Aug 2024
Frequency-aware Feature Fusion for Dense Image Prediction Linwei Chen Ying Fu Lin Gu Chenggang Yan Tatsuya Harada Gao Huang 3DV 116 33 0 23 Aug 2024
Enhancing Transferability of Adversarial Attacks with GE-AdvGAN+: A Comprehensive Framework for Gradient Editing Zhibo Jin Jiayu Zhang Zhiyu Zhu Chenyu Zhang Jiahao Huang Jianlong Zhou Fang Chen AAML 109 0 0 22 Aug 2024
Vulnerabilities in AI-generated Image Detection: The Challenge of Adversarial Attacks Yunfeng Diao Na Zhai Changtao Miao Xun Yang Meng Wang Xun Yang Meng Wang AAML 164 2 0 30 Jul 2024
Exploring the Adversarial Robustness of CLIP for AI-generated Image Detection Vincenzo De Rosa Fabrizio Guillaro Giovanni Poggi D. Cozzolino L. Verdoliva AAML 106 9 0 28 Jul 2024
Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges Ping Liu Qiqi Tao Joey Tianyi Zhou 145 1 0 11 Jun 2024
PolyGlotFake: A Novel Multilingual and Multimodal DeepFake Dataset Yang Hou Haitao Fu Chuankai Chen Zida Li Haoyu Zhang Jianjun Zhao 70 5 0 14 May 2024
An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape Sifat Muhammad Abdullah Aravind Cheruvu Shravya Kanchi Taejoong Chung Peng Gao Murtuza Jadliwala Bimal Viswanath AAML 89 18 0 24 Apr 2024
FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge Hanzhe Li Yuezun Li Jiaran Zhou Bin Li Junyu Dong CVBM 84 14 0 22 Apr 2024
Counterfactual Explanations for Face Forgery Detection via Adversarial Removal of Artifacts Yang Li Songlin Yang Wei Wang Ziwen He Bo Peng Jing Dong AAML 112 2 0 12 Apr 2024
Meta Invariance Defense Towards Generalizable Robustness to Unknown Adversarial Attacks Lei Zhang Yuhang Zhou Yi Yang Xinbo Gao AAML OOD 80 7 0 04 Apr 2024
Artifact Feature Purification for Cross-domain Detection of AI-generated Images Zheling Meng Bo Peng Jing Dong Tieniu Tan 127 4 0 17 Mar 2024
Real is not True: Backdoor Attacks Against Deepfake Detection Hong Sun Ziqiang Li Lei Liu Bin Li AAML 83 5 0 11 Mar 2024
Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack Zhongliang Guo Junhao Dong Yifei Qian Kaixuan Wang Weiye Li Ziheng Guo Yuheng Wang Yanli Li Ognjen Arandjelović Lei Fang AAML 96 11 0 18 Jan 2024
Exploring Decision-based Black-box Attacks on Face Forgery Detection Zhaoyu Chen Yue Liu Kaixun Jiang Shuang Wu Shouhong Ding Wenqiang Zhang AAML CVBM 132 1 0 18 Oct 2023
Turn Fake into Real: Adversarial Head Turn Attacks Against Deepfake Detection Weijie Wang Zhengyu Zhao N. Sebe Bruno Lepri AAML 70 2 0 03 Sep 2023
Learning to Distill Global Representation for Sparse-View CT Zilong Li Chenglong Ma Jie Chen Junping Zhang Hongming Shan 85 11 0 16 Aug 2023
Towards Generalizable Deepfake Detection by Primary Region Regularization Harry Cheng Yangyang Guo Tianyi Wang Liqiang Nie Mohan S. Kankanhalli 100 0 0 24 Jul 2023
Discrepancy-Guided Reconstruction Learning for Image Forgery Detection Zenan Shi Haipeng Chen Long Chen Dong Zhang 88 21 0 26 Apr 2023
Evaluating Adversarial Robustness on Document Image Classification Timothée Fronteau Arnaud Paran A. Shabou AAML 85 3 0 24 Apr 2023
Evading DeepFake Detectors via Adversarial Statistical Consistency Yang Hou Qing Guo Yihao Huang Xiaofei Xie Lei Ma Jianjun Zhao AAML 89 53 0 23 Apr 2023
Frequency Regularization: Restricting Information Redundancy of Convolutional Neural Networks Chenqiu Zhao Guanfang Dong Shupei Zhang Zijie Tan Anup Basu 90 1 0 17 Apr 2023
Watch Out for the Confusing Faces: Detecting Face Swapping with the Probability Distribution of Face Identification Models Yuxuan Duan Xuhong Zhang Chuer Yu Zonghui Wang S. Ji Wenzhi Chen AAML CVBM 69 0 0 23 Mar 2023
Imperceptible Adversarial Attack via Invertible Neural Networks Zihan Chen Zifan Wang Junjie Huang Wentao Zhao Xiao Liu Dejian Guan AAML 135 22 0 28 Nov 2022
Deepfake Detection: A Comprehensive Study from the Reliability Perspective Tianyi Wang Xin Liao Kam-pui Chow Xiaodong Lin Yinglong Wang 114 23 0 20 Nov 2022
Digital and Physical Face Attacks: Reviewing and One Step Further Chen Kong Shiqi Wang Haoliang Li AAML 135 26 0 29 Sep 2022
Two-branch Recurrent Network for Isolating Deepfakes in Videos I. Masi Aditya Killekar R. Mascarenhas Shenoy Pratik Gurudatt Wael AbdAlmageed CVBM 106 371 0 08 Aug 2020
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.6K 14,678 0 07 Oct 2016