Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware Clues

18 July 2020

Papers citing "Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware Clues"

50 / 277 papers shown

Title
Learning Second Order Local Anomaly for General Face Forgery Detection Jianwei Fei Yunshu Dai Peipeng Yu Tianrun Shen Zhihua Xia Jian Weng CVBM 127 52 0 30 Sep 2022
Digital and Physical Face Attacks: Reviewing and One Step Further Chen Kong Shiqi Wang Haoliang Li AAML 61 23 0 29 Sep 2022
StyleSwap: Style-Based Generator Empowers Robust Face Swapping Zhi-liang Xu Hang Zhou Zhibin Hong Ziwei Liu Jiaming Liu Zhizhi Guo Junyu Han Jingtuo Liu Errui Ding Jingdong Wang CVBM 39 77 0 27 Sep 2022
When Handcrafted Features and Deep Features Meet Mismatched Training and Test Sets for Deepfake Detection Ying Xu Sule YAYILGAN YILDIRIM 21 2 0 27 Sep 2022
Multimodal Graph Learning for Deepfake Detection Zhiyuan Yan Pengzhong Sun Yubo Lang Shuo-Zhao Du Shanzhuo Zhang Wen Wang Lei Liu 42 4 0 12 Sep 2022
Analyzing Fairness in Deepfake Detection With Massively Annotated Databases Ying Xu Philipp Terhörst Kiran Raja Marius Pedersen 46 11 0 11 Aug 2022
Benchmarking Joint Face Spoofing and Forgery Detection with Visual and Physiological Cues Zitong Yu Rizhao Cai Zhi Li Wenhan Yang Jingang Shi Alex C. Kot AAML CVBM 39 32 0 10 Aug 2022
Detecting Deepfake by Creating Spatio-Temporal Regularity Disruption Jiazhi Guan Hang Zhou Biwei Huang Errui Ding Jingdong Wang Youjian Zhao 35 10 0 21 Jul 2022
Exploring Disentangled Content Information for Face Forgery Detection Jiahao Liang Huafeng Shi Weihong Deng CVBM 44 38 0 19 Jul 2022
Towards Intrinsic Common Discriminative Features Learning for Face Forgery Detection using Adversarial Learning Wanyi Zhuang Qi Chu Haojie Yuan Changtao Miao B. Liu Nenghai Yu GAN CVBM 21 10 0 08 Jul 2022
Delving into Sequential Patches for Deepfake Detection Jiazhi Guan Hang Zhou Zhibin Hong Errui Ding Jingdong Wang Chengbin Quan Youjian Zhao ViT 25 61 0 06 Jul 2022
Detecting and Recovering Sequential DeepFake Manipulation Rui Shao Tianxing Wu Ziwei Liu AAML 19 40 0 05 Jul 2022
Spatial-Temporal Frequency Forgery Clue for Video Forgery Detection in VIS and NIR Scenario Yukai Wang Chunlei Peng Decheng Liu N. Wang Xinbo Gao 47 14 0 05 Jul 2022
CORE: Consistent Representation Learning for Face Forgery Detection Yu-Shu Ni Depu Meng Changqian Yu Chengbin Quan Dongchun Ren Youjian Zhao CVBM CLL 39 1 0 06 Jun 2022
Anti-Forgery: Towards a Stealthy and Robust DeepFake Disruption Attack via Adversarial Perceptual-aware Perturbations Run Wang Zi-Shun Huang Zhikai Chen Li Liu Jing Chen Lina Wang AAML 22 47 0 01 Jun 2022
Face Morphing: Fooling a Face Recognition System Is Simple! S. Hörmann Tianlin Kong Torben Teepe Fabian Herzog Martin Knoche Gerhard Rigoll AAML CVBM 27 1 0 27 May 2022
Misleading Deep-Fake Detection with GAN Fingerprints Vera Wesselkamp Konrad Rieck Dan Arp Erwin Quiring AAML 28 8 0 25 May 2022
Real-centric Consistency Learning for Deepfake Detection Ruiqi Zha Z. Lian Qianmu Li Siqi Gu 24 1 0 15 May 2022
Rethinking Gradient Operator for Exposing AI-enabled Face Forgeries Zhiqing Guo Gaobo Yang Dengyong Zhang Ming Xia CVBM 19 35 0 02 May 2022
MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment Sidi Yang Tianhe Wu Shu Shi Shanshan Lao S. Gong Ming Cao Jiahao Wang Yujiu Yang 28 300 0 19 Apr 2022
Detecting Deepfakes with Self-Blended Images Kaede Shiohara T. Yamasaki 28 291 0 18 Apr 2022
Do You Really Mean That? Content Driven Audio-Visual Deepfake Dataset and Multimodal Method for Temporal Forgery Localization Zhixi Cai Kalin Stefanov Abhinav Dhall Munawar Hayat 20 3 0 13 Apr 2022
Few-shot Forgery Detection via Guided Adversarial Interpolation Haonan Qiu Siyu Chen Bei Gan Kunze Wang Huafeng Shi Jing Shao Ziwei Liu AAML 16 6 0 12 Apr 2022
On Improving Cross-dataset Generalization of Deepfake Detectors Aakash Varma Nadimpalli A. Rattani CVBM 38 44 0 08 Apr 2022
Few-shot One-class Domain Adaptation Based on Frequency for Iris Presentation Attack Detection Yachun Li Yingzi Lian Jingjing Wang Yuhui Chen Chunmao Wang Shiliang Pu CVBM 14 5 0 01 Apr 2022
Proactive Image Manipulation Detection Vishal Asnani Xi Yin Tal Hassner Sijia Liu Xiaoming Liu 21 39 0 29 Mar 2022
Exploring Frequency Adversarial Attacks for Face Forgery Detection Shuai Jia Chao Ma Taiping Yao Bangjie Yin Shouhong Ding Xiaokang Yang AAML 29 62 0 29 Mar 2022
ObjectFormer for Image Manipulation Detection and Localization Junke Wang Zuxuan Wu Jingjing Chen Xintong Han Abhinav Shrivastava Ser-Nam Lim Yu-Gang Jiang 37 108 0 28 Mar 2022
Adaptive Frequency Learning in Two-branch Face Forgery Detection Neng Wang Yang Bai Kun Yu Yong Jiang Shutao Xia Yan Wang CVBM 21 1 0 27 Mar 2022
Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection Liang Chen Yong Zhang Yibing Song Lingqiao Liu Jue Wang AAML 33 197 0 23 Mar 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 25 23 0 22 Mar 2022
Voice-Face Homogeneity Tells Deepfake Harry Cheng Yangyang Guo Tianyi Wang Qi Li Xiaojun Chang Liqiang Nie CVBM 31 67 0 04 Mar 2022
Towards Benchmarking and Evaluating Deepfake Detection Chenhao Lin Jingyi Deng Peng Hu Chao Shen Qianqian Wang Qi Li 32 13 0 04 Mar 2022
Protecting Celebrities from DeepFake with Identity Consistency Transformer Xiaoyi Dong Jianmin Bao Dongdong Chen Ting Zhang Weiming Zhang Nenghai Yu Dong Chen Fang Wen B. Guo ViT 51 120 0 02 Mar 2022
Self-supervised Transformer for Deepfake Detection Hanqing Zhao Wenbo Zhou Dongdong Chen Weiming Zhang Nenghai Yu ViT 19 34 0 02 Mar 2022
Block shuffling learning for Deepfake Detection Sitong Liu Z. Lian Siqi Gu Liang Xiao AAML 33 8 0 06 Feb 2022
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection A. Haliassos Rodrigo Mira Stavros Petridis M. Pantic CVBM 40 126 0 18 Jan 2022
Exploiting Fine-grained Face Forgery Clues via Progressive Enhancement Learning Qiqi Gu Shen Chen Taiping Yao Yang Chen Shouhong Ding Ran Yi CVBM 33 129 0 28 Dec 2021
Dual Contrastive Learning for General Face Forgery Detection Ke Sun Taiping Yao Shen Chen Shouhong Ding L. Jilin Rongrong Ji CVBM 24 171 0 27 Dec 2021
Watch Those Words: Video Falsification Detection Using Word-Conditioned Facial Motion S. Agarwal Liwen Hu Evonne Ng Trevor Darrell Hao Li Anna Rohrbach AAML 31 19 0 21 Dec 2021
Initiative Defense against Facial Manipulation Qidong Huang Jie Zhang Wenbo Zhou Weiming Zhang Nenghai Yu AAML 21 63 0 19 Dec 2021
ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images B. Le Simon S. Woo AAML 24 80 0 07 Dec 2021
CYBORG: Blending Human Saliency Into the Loss Improves Deep Learning Aidan Boyd Patrick J. Tinsley Kevin W. Bowyer A. Czajka CVBM 25 38 0 01 Dec 2021
Morph Detection Enhanced by Structured Group Sparsity Poorya Aghdaie Baaria Chaudhary Sobhan Soleymani J. Dawson Nasser M. Nasrabadi CVBM 28 14 0 29 Nov 2021
WaveFake: A Data Set to Facilitate Audio Deepfake Detection Joel Frank Lea Schonherr DiffM 129 123 0 04 Nov 2021
MC-LCR: Multi-modal contrastive classification by locally correlated representations for effective face forgery detection Gaojian Wang Qian Jiang Xin Jin Wei Li Xiaohui Cui CVBM 34 25 0 07 Oct 2021
Learnable Multi-level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection Meiling Fang Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 31 27 0 16 Sep 2021
MD-CSDNetwork: Multi-Domain Cross Stitched Network for Deepfake Detection Aayushi Agarwal Akshay Agarwal S. Sinha Mayank Vatsa Richa Singh 40 17 0 15 Sep 2021
Spatiotemporal Inconsistency Learning for DeepFake Video Detection Zhihao Gu Yang Chen Taiping Yao Shouhong Ding Jilin Li Feiyue Huang Lizhuang Ma 19 149 0 04 Sep 2021
Exploring Temporal Coherence for More General Video Face Forgery Detection Yinglin Zheng Jianmin Bao Dong Chen Ming Zeng Fang Wen CVBM ViT 11 212 0 15 Aug 2021