MesoNet: a Compact Facial Video Forgery Detection Network

4 September 2018

Isao Echizen

Papers citing "MesoNet: a Compact Facial Video Forgery Detection Network"

50 / 235 papers shown

Title
Quantitative Metrics for Evaluating Explanations of Video DeepFake Detectors Federico Baldassarre Quentin Debard Gonzalo Fiz Pontiveros Tri Kurniawan Wijaya 89 4 0 07 Oct 2022
Green Learning: Introduction, Examples and Outlook C.-C. Jay Kuo A. Madni 144 73 0 03 Oct 2022
UnGANable: Defending Against GAN-based Face Manipulation Zheng Li Ning Yu A. Salem Michael Backes Mario Fritz Yang Zhang AAML PICV CVBM 96 24 0 03 Oct 2022
FastStamp: Accelerating Neural Steganography and Digital Watermarking of Images on FPGAs Shehzeen Samarah Hussain Nojan Sheybani Paarth Neekhara Xinqiao Zhang Javier Mauricio Duarte F. Koushanfar 88 11 0 26 Sep 2022
DeePhy: On Deepfake Phylogeny Kartik Narayan Harsh Agarwal K. Thakral S. Mittal Mayank Vatsa Richa Singh 140 15 0 19 Sep 2022
DepthFake: a depth-based strategy for detecting Deepfake videos Luca Maiano Lorenzo Papa Ketbjano Vocaj Irene Amerini 80 10 0 23 Aug 2022
Deepfake: Definitions, Performance Metrics and Standards, Datasets and Benchmarks, and a Meta-Review Enes ALTUNCU V. N. Franqueira Shujun Li 151 13 0 21 Aug 2022
DF-Captcha: A Deepfake Captcha for Preventing Fake Calls Yisroel Mirsky 68 2 0 17 Aug 2022
Deepfake Detection using ImageNet models and Temporal Images of 468 Facial Landmarks Christeena Jose CVBM 89 1 0 15 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 99 34 0 10 Aug 2022
A Hybrid CNN-LSTM model for Video Deepfake Detection by Leveraging Optical Flow Features P. Saikia Dhwani Dholaria Priyanka Yadav Vaidehi M Patel Mohendra Roy 88 56 0 28 Jul 2022
Video Manipulations Beyond Faces: A Dataset with Human-Machine Analysis Trisha Mittal Ritwik Sinha Viswanathan Swaminathan John Collomosse Tianyi Zhou 96 9 0 26 Jul 2022
Detecting Deepfake by Creating Spatio-Temporal Regularity Disruption Jiazhi Guan Hang Zhou Biwei Huang Errui Ding Jingdong Wang Youjian Zhao 80 10 0 21 Jul 2022
GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection Aakash Varma Nadimpalli A. Rattani 158 32 0 21 Jul 2022
Visual Representations of Physiological Signals for Fake Video Detection Kalin Stefanov Bhawna Paliwal Abhinav Dhall 64 4 0 18 Jul 2022
Deepfake Video Detection with Spatiotemporal Dropout Transformer Daichi Zhang Fanzhao Lin Yingying Hua Pengju Wang Dan Zeng Shiming Ge ViT 121 39 0 14 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 98 16 0 05 Jul 2022
Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection Piotr Kawa Marcin Plata P. Syga AAML 105 23 0 27 Jun 2022
The Effectiveness of Temporal Dependency in Deepfake Video Detection William Rowan Nick E. Pears 36 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 116 50 0 11 May 2022
Rethinking Gradient Operator for Exposing AI-enabled Face Forgeries Zhiqing Guo Gaobo Yang Dengyong Zhang Ming Xia CVBM 78 40 0 02 May 2022
Exposing Deepfake Face Forgeries with Guided Residuals Zhiqing Guo Gaobo Yang Jiyou Chen Xingming Sun CVBM 65 28 0 02 May 2022
DefakeHop++: An Enhanced Lightweight Deepfake Detector Hong-Shuo Chen Shuowen Hu Suya You C.-C. Jay Kuo 76 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 80 8 0 27 Apr 2022
Restricted Black-box Adversarial Attack Against DeepFake Face Swapping Junhao Dong Yuan Wang Jianhuang Lai Xiaohua Xie PICV AAML 80 49 0 26 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 69 4 0 19 Apr 2022
Detecting Deepfakes with Self-Blended Images Kaede Shiohara T. Yamasaki 81 317 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 79 3 0 13 Apr 2022
FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering Deepfakes Paarth Neekhara Shehzeen Samarah Hussain Xinqiao Zhang Ke Huang Julian McAuley F. Koushanfar AAML 96 22 0 05 Apr 2022
Does Audio Deepfake Detection Generalize? Nicolas Müller Pavel Czempin Franziska Dieckmann Adam Froghyar Konstantin Böttinger 132 154 0 30 Mar 2022
Proactive Image Manipulation Detection Vishal Asnani Xi Yin Tal Hassner Sijia Liu Xiaoming Liu 111 46 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 100 65 0 29 Mar 2022
Adaptive Frequency Learning in Two-branch Face Forgery Detection Neng Wang Yang Bai Kun Yu Yong Jiang Shutao Xia Yan Wang CVBM 53 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 148 212 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 115 0 0 22 Mar 2022
Voice-Face Homogeneity Tells Deepfake Harry Cheng Yangyang Guo Tianyi Wang Qi Li Xiaojun Chang Liqiang Nie CVBM 100 73 0 04 Mar 2022
Towards Benchmarking and Evaluating Deepfake Detection Chenhao Lin Jingyi Deng Peng Hu Chao Shen Qianqian Wang Qi Li 81 14 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 141 123 0 02 Mar 2022
Model Attribution of Face-swap Deepfake Videos Shan Jia Xin Li Siwei Lyu CVBM 86 27 0 25 Feb 2022
Deepfake Detection for Facial Images with Facemasks D. Ko Sangjun Lee Jin-Yeol Park Saebyeol Shin Do-Soon Hong Simon S. Woo CVBM 82 7 0 23 Feb 2022
Robust Deepfake On Unrestricted Media: Generation And Detection Trung-Nghia Le H. Nguyen Junichi Yamagishi Isao Echizen 97 8 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 99 57 0 12 Feb 2022
Block shuffling learning for Deepfake Detection Sitong Liu Z. Lian Siqi Gu Liang Xiao AAML 94 9 0 06 Feb 2022
Detection of fake faces in videos M. Shamanth Russel Mathias MN Vijayalakshmi PICV 35 2 0 28 Jan 2022
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection A. Haliassos Rodrigo Mira Stavros Petridis Maja Pantic CVBM 121 133 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 97 135 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 82 180 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 63 19 0 21 Dec 2021
Initiative Defense against Facial Manipulation Qidong Huang Jie Zhang Wenbo Zhou Weiming Zhang Nenghai Yu AAML 88 63 0 19 Dec 2021
A War Beyond Deepfake: Benchmarking Facial Counterfeits and Countermeasures Minh Tam Pham T. T. Huynh Vinh Tong Thanh Tam Nguyen Thanh Thi Nguyen Hongzhi Yin Quoc Viet Hung Nguyen AAML 77 1 0 25 Nov 2021