DeepFake Detection Based on the Discrepancy Between the Face and its Context

27 August 2020

Lior Wolf

Papers citing "DeepFake Detection Based on the Discrepancy Between the Face and its Context"

41 / 41 papers shown

Title
HyperFake: Hyperspectral Reconstruction and Attention-Guided Analysis for Advanced Deepfake Detection Pavan C Shekar Pawan Soni Vivek Kanhangad 157 0 0 24 May 2025
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 147 2 0 26 Nov 2024
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models Zhipei Xu Xuanyu Zhang Runyi Li Zecheng Tang Qing Huang Jian Zhang AAML 68 19 0 03 Oct 2024
Exposing GAN-generated Faces Using Inconsistent Corneal Specular Highlights Shu Hu Yuezun Li Siwei Lyu CVBM GAN 45 96 0 24 Sep 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 75 74 0 26 Aug 2020
Face2Face: Real-time Face Capture and Reenactment of RGB Videos Justus Thies Michael Zollhöfer Marc Stamminger Christian Theobalt Matthias Nießner 3DH PICV CVBM 51 1,913 0 29 Jul 2020
Closed-Form Factorization of Latent Semantics in GANs Yujun Shen Bolei Zhou GAN 85 590 0 13 Jul 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 67 201 0 13 Jun 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 109 902 0 06 Apr 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 61 836 0 31 Dec 2019
FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping Lingzhi Li Jianmin Bao Hao Yang Dong Chen Fang Wen CVBM 59 336 0 31 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 260 5,797 0 03 Dec 2019
Use of a Capsule Network to Detect Fake Images and Videos H. Nguyen Junichi Yamagishi Isao Echizen 30 185 0 28 Oct 2019
The Deepfake Detection Challenge (DFDC) Preview Dataset Brian Dolhansky Russ Howes Ben Pflaum Nicole Baram Cristian Canton Ferrer 57 496 0 19 Oct 2019
Complement Face Forensic Detection and Localization with FacialLandmarks Kritaphat Songsri-in Stefanos Zafeiriou CVBM 67 31 0 12 Oct 2019
On the Detection of Digital Face Manipulation H. Dang Anand Balakrishnan J. Stehouwer Connor Christopherson David Wingate CVBM AAML 60 544 0 03 Oct 2019
FSGAN: Subject Agnostic Face Swapping and Reenactment Y. Nirkin Y. Keller Tal Hassner CVBM PICV 140 575 0 16 Aug 2019
Multi-task Learning For Detecting and Segmenting Manipulated Facial Images and Videos H. Nguyen Fuming Fang Junichi Yamagishi Isao Echizen AAML CVBM 53 434 0 17 Jun 2019
Detecting Photoshopped Faces by Scripting Photoshop Sheng-Yu Wang Oliver Wang Andrew Owens Richard Y. Zhang Alexei A. Efros CVBM PICV 47 135 0 13 Jun 2019
Recurrent Convolutional Strategies for Face Manipulation Detection in Videos Ekraam Sabir Jiaxin Cheng Ayush Jaiswal Wael AbdAlmageed I. Masi Premkumar Natarajan AAML CVBM 96 456 0 02 May 2019
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 92 2,069 0 25 Jan 2019
FSNet: An Identity-Aware Generative Model for Image-based Face Swapping Ryota Natsume Tatsuya Yatagawa Shigeo Morishima 3DH CVBM 33 75 0 30 Nov 2018
Triple consistency loss for pairing distributions in GAN-based face synthesis G. Sarma Michel Valstar CVBM 86 24 0 08 Nov 2018
Exposing Deep Fakes Using Inconsistent Head Poses Xin Yang Yuezun Li Siwei Lyu CVBM 70 881 0 01 Nov 2018
Exposing DeepFake Videos By Detecting Face Warping Artifacts Yuezun Li Siwei Lyu AAML CVBM 60 908 0 01 Nov 2018
DSFD: Dual Shot Face Detector Jian Li Yabiao Wang Changan Wang Ying Tai J. Qian Jian Yang Chengjie Wang Jilin Li Feiyue Huang CVBM 73 411 0 24 Oct 2018
MesoNet: a Compact Facial Video Forgery Detection Network Darius Afchar Vincent Nozick Junichi Yamagishi Isao Echizen CVBM PICV 69 1,244 0 04 Sep 2018
GANimation: Anatomically-aware Facial Animation from a Single Image Albert Pumarola Antonio Agudo Aleix M. Martinez Alberto Sanfeliu Francesc Moreno-Noguer CVBM GAN 58 586 0 24 Jul 2018
In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking Yuezun Li Ming-Ching Chang Siwei Lyu CVBM 58 227 0 07 Jun 2018
Deep Video Portraits Hyeongwoo Kim Pablo Garrido A. Tewari Weipeng Xu Justus Thies Matthias Nießner P. Pérez Christian Richardt Michael Zollhöfer Christian Theobalt 3DH VGen 84 694 0 29 May 2018
RSGAN: Face Swapping and Editing using Face and Hair Representation in Latent Spaces Ryota Natsume Tatsuya Yatagawa Shigeo Morishima GAN CVBM 60 166 0 10 Apr 2018
Two-Stream Neural Networks for Tampered Face Detection Peng Zhou Xintong Han Vlad I. Morariu L. Davis PICV CVBM 52 542 0 29 Mar 2018
FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner PICV AAML CVBM 86 380 0 24 Mar 2018
VGGFace2: A dataset for recognising faces across pose and age Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi Andrew Zisserman CVBM 92 2,627 0 23 Oct 2017
On Face Segmentation, Face Swapping, and Face Perception Y. Nirkin I. Masi Anh Tran Tal Hassner Gérard Medioni OOD CVBM PICV 61 267 0 22 Apr 2017
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection D. Cozzolino Giovanni Poggi L. Verdoliva 129 326 0 14 Mar 2017
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.2K 14,543 0 07 Oct 2016
Do We Really Need to Collect Millions of Faces for Effective Face Recognition? I. Masi A. Tran J. Leksut Tal Hassner Gérard Medioni CVBM 74 366 0 23 Mar 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 354 14,223 0 23 Feb 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.6K 76,917 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014