Learning Self-Consistency for Deepfake Detection

16 December 2020

Papers citing "Learning Self-Consistency for Deepfake Detection"

50 / 124 papers shown

Title
Robust Sequential DeepFake Detection R. Shao Tianxing Wu Ziwei Liu ViT AAML 19 7 0 26 Sep 2023
Detecting and Grounding Multi-Modal Media Manipulation and Beyond Rui Shao Tianxing Wu Jianlong Wu Liqiang Nie Ziwei Liu 8 22 0 25 Sep 2023
Contrastive Pseudo Learning for Open-World DeepFake Attribution Zhimin Sun Shen Chen Taiping Yao Bangjie Yin Ran Yi Shouhong Ding Lizhuang Ma CVBM 10 21 0 20 Sep 2023
Locate and Verify: A Two-Stream Network for Improved Deepfake Detection Chao Shuai Jieming Zhong Shuang Wu Feng Lin Zhibo Wang Zhongjie Ba Zhenguang Liu Lorenzo Cavallaro Kui Ren 22 28 0 20 Sep 2023
Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning Yuanhao Zhai Tianyu Luan David Doermann Junsong Yuan 8 15 0 03 Sep 2023
Recap: Detecting Deepfake Video with Unpredictable Tampered Traces via Recovering Faces and Mapping Recovered Faces Juan Hu Xin Liao Difei Gao Satoshi Tsutsui Qian Wang Zheng Qin Mike Zheng Shou CVBM AAML 16 1 0 19 Aug 2023
Artificial Intelligence for Web 3.0: A Comprehensive Survey Meng Shen Zhehui Tan Dusit Niyato Yuzhi Liu Jiawen Kang Zehui Xiong Liehuang Zhu Wei Wang Xuemin X. Shen 22 13 0 17 Aug 2023
Continual Face Forgery Detection via Historical Distribution Preserving Ke Sun Shen Chen Taiping Yao Xiaoshuai Sun Shouhong Ding Rongrong Ji CVBM AAML 25 4 0 11 Aug 2023
Towards General Visual-Linguistic Face Forgery Detection Ke Sun Shen Chen Taiping Yao Haozhe Yang Xiaoshuai Sun Shouhong Ding R. Ji 19 12 0 31 Jul 2023
Self-Supervised Graph Transformer for Deepfake Detection Aminollah Khormali Ji Yuan ViT 16 7 0 27 Jul 2023
FakeTracer: Catching Face-swap DeepFakes via Implanting Traces in Training Pu Sun H. Qi Yuezun Li Siwei Lyu CVBM 13 1 0 27 Jul 2023
Controllable Guide-Space for Generalizable Face Forgery Detection Yingjie Guo Cheng Zhen Pengfei Yan CVBM AAML 21 19 0 26 Jul 2023
BlendFace: Re-designing Identity Encoders for Face-Swapping Kaede Shiohara Xingchao Yang Takafumi Taketomi CVBM 17 30 0 20 Jul 2023
RetouchingFFHQ: A Large-scale Dataset for Fine-grained Face Retouching Detection Qichao Ying Jiaxin Liu Sheng Li Haisheng Xu Zhenxing Qian Xinpeng Zhang CVBM 9 7 0 20 Jul 2023
AltFreezing for More General Video Face Forgery Detection Zhendong Wang Jianmin Bao Wen-gang Zhou Weilun Wang Houqiang Li ViT CVBM 21 64 0 17 Jul 2023
MMNet: Multi-Collaboration and Multi-Supervision Network for Sequential Deepfake Detection Ruiyang Xia Decheng Liu Jie Li Lin Yuan N. Wang Xinbo Gao 20 17 0 06 Jul 2023
The Age of Synthetic Realities: Challenges and Opportunities J. P. Cardenuto Jing Yang Rafael Padilha Renjie Wan Daniel Moreira Haoliang Li Shiqi Wang Fernanda A. Andaló Sébastien Marcel Anderson de Rezende Rocha DeLMO 37 29 0 09 Jun 2023
DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection Rui Shao Tianxing Wu Liqiang Nie Ziwei Liu 11 11 0 01 Jun 2023
Multi-spectral Class Center Network for Face Manipulation Detection and Localization Changtao Miao Qi Chu Zhentao Tan Zhenchao Jin Tao Gong Wanyi Zhuang Yuehua Wu B. Liu Honggang Hu Nenghai Yu CVBM 42 4 0 18 May 2023
Undercover Deepfakes: Detecting Fake Segments in Videos Sanjay Saha Rashindrie Perera Sachith Seneviratne T. Malepathirana Sanka Rasnayaka Deshani Geethika Terence Sim Saman K. Halgamuge DiffM 17 6 0 11 May 2023
SepMark: Deep Separable Watermarking for Unified Source Tracing and Deepfake Detection Xiaoshuai Wu Xin Liao Bo Ou 24 35 0 10 May 2023
UCF: Uncovering Common Features for Generalizable Deepfake Detection Zhiyuan Yan Yong Zhang Yanbo Fan Baoyuan Wu 55 93 0 27 Apr 2023
Beyond the Prior Forgery Knowledge: Mining Critical Clues for General Face Forgery Detection Anwei Luo Chen Kong Jiwu Huang Yongjian Hu Xiangui Kang Alex C. Kot AAML 17 39 0 24 Apr 2023
Deepfake Detection with Deep Learning: Convolutional Neural Networks versus Transformers V. Thing 12 12 0 07 Apr 2023
Detecting and Grounding Multi-Modal Media Manipulation Rui Shao Tianxing Wu Ziwei Liu 21 56 0 05 Apr 2023
Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection Chuer Yu Xuhong Zhang Yuxuan Duan Senbo Yan Zonghui Wang Yang Xiang S. Ji Wenzhi Chen AAML 11 4 0 30 Mar 2023
Hierarchical Fine-Grained Image Forgery Detection and Localization Xiao Guo Xiaohong Liu Zhiyuan Ren Steven A. Grosz I. Masi Xiaoming Liu 22 101 0 30 Mar 2023
Mover: Mask and Recovery based Facial Part Consistency Aware Method for Deepfake Video Detection Juan Hu Xin Liao Difei Gao Satoshi Tsutsui Qian Wang Zheng Qin Mike Zheng Shou AAML 11 4 0 03 Mar 2023
Learning Pairwise Interaction for Generalizable DeepFake Detection Ying Xu Kiran Raja L. Verdoliva Marius Pedersen 17 19 0 26 Feb 2023
Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection Chu Zhou Jiajun Huang Daochang Liu Chengbin Du Siqi Ma Surya Nepal Chang Xu 8 0 0 21 Feb 2023
Anti-Compression Contrastive Facial Forgery Detection Jiajun Huang Xinqi Zhu Chengbin Du Siqi Ma Surya Nepal Chang Xu CVBM 8 3 0 13 Feb 2023
Deepfake Detection using Biological Features: A Survey Kundan Patil Shrushti Kale Jaivanti Dhokey Abhishek A. Gulhane 17 9 0 14 Jan 2023
Self-Supervised Video Forensics by Audio-Visual Anomaly Detection Chao Feng Ziyang Chen Andrew Owens 15 68 0 04 Jan 2023
Learning to mask: Towards generalized face forgery detection Jianwei Fei Yunshu Dai Huaming Wang Zhihua Xia AAML CVBM 19 0 0 29 Dec 2022
Exploring Depth Information for Face Manipulation Detection Hao Wang Meiling Li Sheng Li Zhenxing Qian Xinpeng Zhang CVBM 10 1 0 29 Dec 2022
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection Junke Wang Zhenxin Li Chao Zhang Jingjing Chen Zuxuan Wu Larry S. Davis Yueping Jiang AAML 25 5 0 12 Dec 2022
FakeOut: Leveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake Detection Gil Knafo Ohad Fried 11 5 0 01 Dec 2022
VideoFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic Traces T. D. Nguyen Shengbang Fang Matthew C. Stamm 20 10 0 28 Nov 2022
SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes Nicolas Larue Ngoc-Son Vu Vitomir Štruc Peter Peer V. Christophides AAML 22 27 0 21 Nov 2022
Deepfake Detection: A Comprehensive Study from the Reliability Perspective Tianyi Wang Xin Liao Kam-pui Chow Xiaodong Lin Yinglong Wang 15 16 0 20 Nov 2022
Cross-Domain Local Characteristic Enhanced Deepfake Video Detection Zihan Liu Hanyi Wang Shilin Wang ViT 13 6 0 07 Nov 2022
Exploring Spatial-Temporal Features for Deepfake Detection and Localization Haiwei Wu Jiantao Zhou Shile Zhang Jinyu Tian 37 4 0 28 Oct 2022
Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization S. Dong Jin Wang Renhe Ji Jiajun Liang Haoqiang Fan Zheng Ge 30 108 0 26 Oct 2022
UIA-ViT: Unsupervised Inconsistency-Aware Method based on Vision Transformer for Face Forgery Detection Wanyi Zhuang Qi Chu Zhentao Tan Qiankun Liu Haojie Yuan Changtao Miao Zixiang Luo Nenghai Yu ViT CVBM 26 76 0 23 Oct 2022
Learning Second Order Local Anomaly for General Face Forgery Detection Jianwei Fei Yunshu Dai Peipeng Yu Tianrun Shen Zhihua Xia Jian Weng CVBM 71 51 0 30 Sep 2022
Digital and Physical Face Attacks: Reviewing and One Step Further Chen Kong Shiqi Wang Haoliang Li AAML 53 23 0 29 Sep 2022
Totems: Physical Objects for Verifying Visual Integrity Jingwei Ma Lucy Chai Minyoung Huh Tongzhou Wang Ser-Nam Lim Phillip Isola Antonio Torralba 8 2 0 26 Sep 2022
Discovering Transferable Forensic Features for CNN-generated Images Detection Keshigeyan Chandrasegaran Ngoc-Trung Tran Alexander Binder Ngai-man Cheung AAML 13 26 0 24 Aug 2022
Synthetic Data in Human Analysis: A Survey Indu Joshi Marcel Grimmer Christian Rathgeb Christoph Busch F. Brémond A. Dantcheva 20 46 0 19 Aug 2022
FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction and Expression Editing Jingbo Zhang Xiaoyu Li Ziyu Wan Can Wang Jing Liao 3DH CVBM 21 40 0 11 Aug 2022