Exposing DeepFake Videos By Detecting Face Warping Artifacts

1 November 2018

Papers citing "Exposing DeepFake Videos By Detecting Face Warping Artifacts"

50 / 302 papers shown

Title
GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection Aakash Varma Nadimpalli A. Rattani 46 31 0 21 Jul 2022
Visual Representations of Physiological Signals for Fake Video Detection Kalin Stefanov Bhawna Paliwal Abhinav Dhall 19 4 0 18 Jul 2022
WordSig: QR streams enabling platform-independent self-identification that's impossible to deepfake A. Critch 14 2 0 15 Jul 2022
Deepfake Video Detection with Spatiotemporal Dropout Transformer Daichi Zhang Fanzhao Lin Yingying Hua Pengju Wang Dan Zeng Shiming Ge ViT 25 38 0 14 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 23 10 0 08 Jul 2022
Robust Watermarking for Video Forgery Detection with Improved Imperceptibility and Robustness Yangming Zhou Qichao Ying Xinming Zhang Zhenxing Qian Sheng Li Xinpeng Zhang AAML 25 12 0 07 Jul 2022
Delving into Sequential Patches for Deepfake Detection Jiazhi Guan Hang Zhou Zhibin Hong Errui Ding Jingdong Wang Chengbin Quan Youjian Zhao ViT 36 61 0 06 Jul 2022
Identifying Rhythmic Patterns for Face Forgery Detection and Categorization Jiahao Liang Weihong Deng CVBM 39 6 0 04 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 42 62 0 06 Jun 2022
Deepfake Caricatures: Amplifying attention to artifacts increases deepfake detection by humans and machines Camilo Luciano Fosco Emilie Josephs A. Andonian Allen Lee Xi Wang A. Oliva 44 4 0 01 Jun 2022
The Effectiveness of Temporal Dependency in Deepfake Video Detection William Rowan Nick E. Pears 13 3 0 13 May 2022
A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials Chuqiao Li Zhiwu Huang D. Paudel Yabin Wang Mohamad Shahbazi Xiaopeng Hong Luc Van Gool 28 48 0 11 May 2022
Rethinking Gradient Operator for Exposing AI-enabled Face Forgeries Zhiqing Guo Gaobo Yang Dengyong Zhang Ming Xia CVBM 22 35 0 02 May 2022
Exposing Deepfake Face Forgeries with Guided Residuals Zhiqing Guo Gaobo Yang Jiyou Chen Xingming Sun CVBM 31 26 0 02 May 2022
DefakeHop++: An Enhanced Lightweight Deepfake Detector Hong-Shuo Chen Shuowen Hu Suya You C.-C. Jay Kuo 29 11 0 30 Apr 2022
The MeVer DeepFake Detection Service: Lessons Learnt from Developing and Deploying in the Wild Spyridon Baxevanakis Giorgos Kordopatis-Zilos Panagiotis Galopoulos Lazaros Apostolidis Killian Levacher Ipek B. Schlicht Denis Teyssou I. Kompatsiaris Symeon Papadopoulos 42 8 0 27 Apr 2022
Metamorphic Testing-based Adversarial Attack to Fool Deepfake Detectors Nyee Thoang Lim Meng Yi Kuan Muxin Pu Mei Kuan Lim Chun Yong Chong AAML 43 4 0 19 Apr 2022
Detecting Deepfakes with Self-Blended Images Kaede Shiohara T. Yamasaki 34 292 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
On Improving Cross-dataset Generalization of Deepfake Detectors Aakash Varma Nadimpalli A. Rattani CVBM 41 44 0 08 Apr 2022
Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection Liang Chen Yong Zhang Yibing Song Lingqiao Liu Jue Wang AAML 33 198 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 33 23 0 22 Mar 2022
An Audio-Visual Attention Based Multimodal Network for Fake Talking Face Videos Detection Gang Wang Peng Zhang Lei Xie Wei Huang Yufei Zha Yanni Zhang CVBM 24 5 0 10 Mar 2022
Voice-Face Homogeneity Tells Deepfake Harry Cheng Yangyang Guo Tianyi Wang Qi Li Xiaojun Chang Liqiang Nie CVBM 31 68 0 04 Mar 2022
Towards Benchmarking and Evaluating Deepfake Detection Chenhao Lin Jingyi Deng Peng Hu Chao Shen Qianqian Wang Qi Li 37 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
Model Attribution of Face-swap Deepfake Videos Shan Jia Xin Li Siwei Lyu CVBM 26 24 0 25 Feb 2022
Robust Deepfake On Unrestricted Media: Generation And Detection Trung-Nghia Le H. Nguyen Junichi Yamagishi Isao Echizen 36 7 0 13 Feb 2022
A Review of Deep Learning-based Approaches for Deepfake Content Detection L. A. Passos D. Jodas K. Costa Luis A. Souza Júnior Douglas Rodrigues Javier Del Ser Danilo Colombo João Paulo Papa AAML 38 51 0 12 Feb 2022
FrePGAN: Robust Deepfake Detection Using Frequency-level Perturbations Yonghyun Jeong Doyeon Kim Youngmin Ro Jongwon Choi AAML 30 80 0 07 Feb 2022
Block shuffling learning for Deepfake Detection Sitong Liu Z. Lian Siqi Gu Liang Xiao AAML 41 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
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
TAFIM: Targeted Adversarial Attacks against Facial Image Manipulations Shivangi Aneja Lev Markhasin Matthias Niessner AAML DiffM PICV 21 21 0 16 Dec 2021
Vision Transformer Based Video Hashing Retrieval for Tracing the Source of Fake Videos Pengfei Pei Xianfeng Zhao Yun Cao Jinchuan Li Xiaowei Yi ViT 24 8 0 15 Dec 2021
ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images B. Le Simon S. Woo AAML 27 80 0 07 Dec 2021
Self-supervised GAN Detector Yonghyun Jeong Doyeon Kim Pyounggeon Kim Youngmin Ro Jongwon Choi 36 3 0 12 Nov 2021
WaveFake: A Data Set to Facilitate Audio Deepfake Detection Joel Frank Lea Schonherr DiffM 129 125 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
An Experimental Evaluation on Deepfake Detection using Deep Face Recognition Sreeraj Ramachandran Aakash Varma Nadimpalli A. Rattani CVBM 31 30 0 04 Oct 2021
Vronicle: A System for Producing Videos with Verifiable Provenance Yuxin Liu Liu Yoshimichi Nakatsuka A. A. Sani S. Agarwal Gene Tsudik 13 1 0 26 Sep 2021
Finding Facial Forgery Artifacts with Parts-Based Detectors S. Schwarcz Rama Chellappa CVBM 80 22 0 21 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
FaceGuard: Proactive Deepfake Detection Yuankun Yang Chenyue Liang Hongyu Hè Xiaoyu Cao Neil Zhenqiang Gong PICV WIGM 49 21 0 13 Sep 2021
Challenges and Solutions in DeepFakes Jatin Sharma Sahil Sharma 42 1 0 12 Sep 2021
Detection of GAN-synthesized street videos Omran Alamayreh Mauro Barni CVBM 26 7 0 10 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
Adversarial Relighting Against Face Recognition Qian Zhang Qing Guo Ruijun Gao Felix Juefei Xu Hongkai Yu Wei Feng AAML 14 19 0 18 Aug 2021
Deepfake Representation with Multilinear Regression S. Abdali M. Alex O. Vasilescu Evangelos E. Papalexakis 24 1 0 15 Aug 2021