MesoNet: a Compact Facial Video Forgery Detection Network

4 September 2018

Isao Echizen

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

50 / 262 papers shown

Title
DeepFake Detection Based on the Discrepancy Between the Face and its Context Y. Nirkin Lior Wolf Y. Keller Tal Hassner 3DPC CVBM PICV 121 194 0 27 Aug 2020
How Do the Hearts of Deep Fakes Beat? Deep Fake Source Detection via Interpreting Residuals with Biological Signals U. Ciftci Ilke Demir L. Yin 144 78 0 26 Aug 2020
What makes fake images detectable? Understanding properties that generalize Lucy Chai David Bau Ser-Nam Lim Phillip Isola AAML WIGM 132 346 0 24 Aug 2020
Exposing Deep-faked Videos by Anomalous Co-motion Pattern Detection Gengxing Wang Jiahuan Zhou Ying Nian Wu AAML 150 22 0 11 Aug 2020
Sharp Multiple Instance Learning for DeepFake Video Detection Xiaodan Li Yining Lang YueFeng Chen Xiaofeng Mao Yuan He Shuhui Wang Hui Xue Quan Lu AAML 124 179 0 11 Aug 2020
Two-branch Recurrent Network for Isolating Deepfakes in Videos I. Masi Aditya Killekar R. Mascarenhas Shenoy Pratik Gurudatt Wael AbdAlmageed CVBM 278 387 0 08 Aug 2020
Dynamic texture analysis for detecting fake faces in video sequences Mattia Bonomi Cecilia Pasquini G. Boato CVBM 60 36 0 30 Jul 2020
Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware Clues Yuyang Qian Guojun Yin Lu Sheng Zixuan Chen Jing Shao CVBM 173 772 0 18 Jul 2020
Deepfake Detection using Spatiotemporal Convolutional Networks Oscar de Lima Sean Franklin Shreshtha Basu Blake Karwoski A. George 3DPC 91 116 0 26 Jun 2020
Generalized Zero and Few-Shot Transfer for Facial Forgery Detection Shivangi Aneja Matthias Nießner 95 43 0 21 Jun 2020
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms Hua Qi Qing Guo Felix Juefei Xu Xiaofei Xie Lei Ma Wei Feng Yang Liu Jianjun Zhao CVBM 147 209 0 13 Jun 2020
FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction Yihao Huang Felix Juefei Xu Run Wang Qing Guo Lei Ma Xiaofei Xie Jianwen Li Weikai Miao Yang Liu G. Pu 103 75 0 13 Jun 2020
Investigating the Impact of Pre-processing and Prediction Aggregation on the DeepFake Detection Task P. Charitidis Giorgos Kordopatis-Zilos Symeon Papadopoulos Y. Kompatsiaris CVBM 62 8 0 12 Jun 2020
The eyes know it: FakeET -- An Eye-tracking Database to Understand Deepfake Perception Parul Gupta Komal Chugh Abhinav Dhall Ramanathan Subramanian 75 30 0 12 Jun 2020
A Note on Deepfake Detection with Low-Resources Piotr Kawa P. Syga CVBM 42 8 0 09 Jun 2020
Not made for each other- Audio-Visual Dissonance-based Deepfake Detection and Localization Komal Chugh Parul Gupta Abhinav Dhall Ramanathan Subramanian 157 179 0 29 May 2020
VideoForensicsHQ: Detecting High-quality Manipulated Face Videos Gereon Fox Wentao Liu Hyeongwoo Kim Hans-Peter Seidel Mohamed A. Elgharib Christian Theobalt CVBM 114 18 0 20 May 2020
Detecting CNN-Generated Facial Images in Real-World Scenarios Nils Hulzebosch Sarah Ibrahimi Marcel Worring CVBM 190 81 0 12 May 2020
3D Face Anti-spoofing with Factorized Bilinear Coding Shan Jia Xin Li Chuanbo Hu G. Guo Zhengquan Xu CVBM AAML 110 52 0 12 May 2020
Fake face detection via adaptive manipulation traces extraction network Zhiqing Guo Gaobo Yang Jiyou Chen Xingming Sun CVBM 88 16 0 11 May 2020
Attentive Semantic Exploring for Manipulated Face Detection Zehao Chen Hua Yang CVBM 85 24 0 06 May 2020
Detecting Deep-Fake Videos from Appearance and Behavior S. Agarwal Tarek El-Gaaly Hany Farid Ser-Nam Lim PICV 103 174 0 29 Apr 2020
Preliminary Forensics Analysis of DeepFake Images Luca Guarnera O. Giudice Cristina Nastasi Sebastiano Battiato CVBM 107 36 0 27 Apr 2020
Deepfakes Detection with Automatic Face Weighting D. M. Montserrat Hanxiang Hao S. Yarlagadda Sriram Baireddy Ruiting Shao ... Emily R. Bartusiak Justin Yang David Guera Fengqing Zhu Edward J. Delp CVBM 99 120 0 25 Apr 2020
DeepFake Detection by Analyzing Convolutional Traces Luca Guarnera O. Giudice Sebastiano Battiato CVBM 83 241 0 22 Apr 2020
Video Face Manipulation Detection Through Ensemble of CNNs Nicolo Bonettini E. D. Cannas S. Mandelli Luca Bondi Paolo Bestagini Stefano Tubaro PICV CVBM AAML 117 232 0 16 Apr 2020
DeepFakes Evolution: Analysis of Facial Regions and Fake Detection Performance Ruben Tolosana Sergio Romero-Tapiador Julian Fierrez R. Vera-Rodríguez CVBM 126 92 0 16 Apr 2020
Detecting Deepfakes with Metric Learning Akash Kumar Arnav V. Bhavsar 143 75 0 19 Mar 2020
Emotions Don't Lie: An Audio-Visual Deepfake Detection Method Using Affective Cues Trisha Mittal Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 154 278 0 14 Mar 2020
DeepFake Detection: Current Challenges and Next Steps Siwei Lyu 128 169 0 11 Mar 2020
Transformation-based Adversarial Video Prediction on Large-Scale Data Pauline Luc Aidan Clark Sander Dieleman Diego de Las Casas Yotam Doron Albin Cassirer Karen Simonyan VGen 422 90 0 09 Mar 2020
Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions Ricard Durall Margret Keuper J. Keuper 147 365 0 03 Mar 2020
Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples Shehzeen Samarah Hussain Paarth Neekhara Malhar Jere F. Koushanfar Julian McAuley AAML 202 157 0 09 Feb 2020
FakeLocator: Robust Localization of GAN-Based Face Manipulations Yihao Huang Felix Juefei Xu Jianwen Li Yang Liu G. Pu AAML 160 77 0 27 Jan 2020
Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses Niharika Jain Alberto Olmo Hernandez Sailik Sengupta L. Manikonda S. Kambhampati 183 38 0 26 Jan 2020
Detecting Face2Face Facial Reenactment in Videos Prabhat Kumar Mayank Vatsa Richa Singh PICV CVBM 64 50 0 21 Jan 2020
Media Forensics and DeepFakes: an overview L. Verdoliva 184 585 0 18 Jan 2020
DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection Liming Jiang Ren Li Wayne Wu Chao Qian Chen Change Loy CVBM PICV 227 478 0 09 Jan 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Aythami Morales J. Ortega-Garcia 3DPC CVBM 175 846 0 01 Jan 2020
Face X-ray for More General Face Forgery Detection Lingzhi Li Jianmin Bao Ting Zhang Hao Yang Dong Chen Fang Wen B. Guo PICV CVBM 156 900 0 31 Dec 2019
Detecting Deepfake-Forged Contents with Separable Convolutional Neural Network and Image Segmentation Chia-Mu Yu Ching-Tang Chang Yen-Wu Ti 51 10 0 21 Dec 2019
Zooming into Face Forensics: A Pixel-level Analysis Jia Li T. Shen Wei Zhang Hui Ren Dan Zeng Tao Mei CVBM 88 18 0 12 Dec 2019
Exploiting Human Social Cognition for the Detection of Fake and Fraudulent Faces via Memory Networks Tharindu Fernando Clinton Fookes Akila Pemasiri Sridha Sridharan CVBM 101 16 0 17 Nov 2019
Unmasking DeepFakes with simple Features Ricard Durall Margret Keuper Franz-Josef Pfreundt J. Keuper CVBM 183 228 0 02 Nov 2019
Security of Facial Forensics Models Against Adversarial Attacks Rong Huang Fuming Fang H. Nguyen Junichi Yamagishi Isao Echizen AAML 62 6 0 02 Nov 2019
A Method for Identifying Origin of Digital Images Using a Convolution Neural Network Rong Huang Fuming Fang H. Nguyen Junichi Yamagishi Isao Echizen 34 5 0 02 Nov 2019
Use of a Capsule Network to Detect Fake Images and Videos H. Nguyen Junichi Yamagishi Isao Echizen 153 194 0 28 Oct 2019
Complement Face Forensic Detection and Localization with FacialLandmarks Kritaphat Songsri-in Stefanos Zafeiriou CVBM 81 31 0 12 Oct 2019
On the Detection of Digital Face Manipulation H. Dang Anand Balakrishnan J. Stehouwer Connor Christopherson David Wingate CVBM AAML 267 587 0 03 Oct 2019
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 317 1,188 0 27 Sep 2019