Face X-ray for More General Face Forgery Detection

31 December 2019

Jianmin Bao

Papers citing "Face X-ray for More General Face Forgery Detection"

50 / 126 papers shown

Title
SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes Nicolas Larue Ngoc-Son Vu Vitomir Štruc Peter Peer V. Christophides AAML 35 27 0 21 Nov 2022
Generalizable Deepfake Detection with Phase-Based Motion Analysis Ekta Prashnani Michael Goebel B. S. Manjunath 35 4 0 17 Nov 2022
MARLIN: Masked Autoencoder for facial video Representation LearnINg Zhixi Cai Shreya Ghosh Kalin Stefanov Abhinav Dhall Jianfei Cai Hamid Rezatofighi Reza Haffari Munawar Hayat ViT CVBM 27 60 0 12 Nov 2022
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
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
Totems: Physical Objects for Verifying Visual Integrity Jingwei Ma Lucy Chai Minyoung Huh Tongzhou Wang Ser-Nam Lim Phillip Isola Antonio Torralba 26 2 0 26 Sep 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
GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection Aakash Varma Nadimpalli A. Rattani 43 31 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
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
Deepfake Face Traceability with Disentangling Reversing Network Jiaxin Ai Zhongyuan Wang Baojin Huang Zhen Han CVBM PICV 21 2 0 08 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
DFGC 2022: The Second DeepFake Game Competition Bo Peng Wei Xiang Yue Jiang Wei Wang Jing Dong Zhen Sun Zhen Lei Siwei Lyu 21 10 0 30 Jun 2022
Protecting President Zelenskyy against Deep Fakes Matyáš Boháček Hany Farid AI4CE 27 5 0 24 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
EAMM: One-Shot Emotional Talking Face via Audio-Based Emotion-Aware Motion Model Xinya Ji Hang Zhou Kaisiyuan Wang Qianyi Wu Wayne Wu Feng Xu Xun Cao CVBM 57 157 0 30 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
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
Audio-Visual Person-of-Interest DeepFake Detection D. Cozzolino Alessandro Pianese Matthias Nießner L. Verdoliva 36 60 0 06 Apr 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
A Novel Framework for Assessment of Learning-based Detectors in Realistic Conditions with Application to Deepfake Detection Yuhang Lu Ru Luo Touradj Ebrahimi 32 0 0 22 Mar 2022
Deepfake Style Transfer Mixture: a First Forensic Ballistics Study on Synthetic Images Luca Guarnera O. Giudice Sebastiano Battiato 30 8 0 18 Mar 2022
Fairness Evaluation in Deepfake Detection Models using Metamorphic Testing Muxin Pu Meng Yi Kuan Nyee Thoang Lim Chun Yong Chong Mei Kuan Lim 28 18 0 14 Mar 2022
Freeform Body Motion Generation from Speech Jing-Fen Xu Wei Zhang Yalong Bai Qi-Biao Sun Tao Mei SLR 39 18 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
MRI-GAN: A Generalized Approach to Detect DeepFakes using Perceptual Image Assessment Pratikkumar Prajapati C. Pollett CVBM 35 7 0 28 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
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
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
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
An Experimental Evaluation on Deepfake Detection using Deep Face Recognition Sreeraj Ramachandran Aakash Varma Nadimpalli A. Rattani CVBM 31 30 0 04 Oct 2021
Improved Xception with Dual Attention Mechanism and Feature Fusion for Face Forgery Detection Hao Lin Weiqi Luo Kangkang Wei Minglin Liu CVBM AAML 3DPC 52 16 0 29 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
Challenges and Solutions in DeepFakes Jatin Sharma Sahil Sharma 34 1 0 12 Sep 2021
DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning S. Zobaed Md Fazle Rabby Md Istiaq Hossain Ekram Hossain Sazib Hasan Asif Karim Khan Md. Hasib AAML 46 14 0 07 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
Video Transformer for Deepfake Detection with Incremental Learning Sohail Ahmed Khan Hang Dai ViT 24 62 0 11 Aug 2021
FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset Hasam Khalid Shahroz Tariq Minha Kim Simon S. Woo 36 185 0 11 Aug 2021
OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild Trung-Nghia Le H. Nguyen Junichi Yamagishi Isao Echizen AAML 39 59 0 30 Jul 2021
Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-level Telltales Chen Kong Baoliang Chen Haoliang Li Shiqi Wang Anderson de Rezende Rocha Sam Kwong CVBM 50 61 0 13 Jul 2021
CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation Minhan Kim Shahroz Tariq Simon S. Woo CLL 32 48 0 06 Jul 2021
Detection of Deepfake Videos Using Long Distance Attention Wei Lu Lingyi Liu Junwei Luo Xianfeng Zhao Yicong Zhou Jiwu Huang CVBM 32 22 0 24 Jun 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 40 9 0 05 Jun 2021
FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning Minhan Kim Shahroz Tariq Simon S. Woo 26 86 0 28 May 2021