DefakeHop: A Light-Weight High-Performance Deepfake Detector

DefakeHop: A Light-Weight High-Performance Deepfake Detector

11 March 2021

Mozhdeh Rouhsedaghat

Papers citing "DefakeHop: A Light-Weight High-Performance Deepfake Detector"

16 / 16 papers shown

Title
Low-Resolution Face Recognition In Resource-Constrained Environments Mozhdeh Rouhsedaghat Yifan Wang Shuowen Hu Suya You C.-C. Jay Kuo CVBM 52 30 0 23 Nov 2020
FaceHop: A Light-Weight Low-Resolution Face Gender Classification Method Mozhdeh Rouhsedaghat Yifan Wang Xiou Ge Shuowen Hu Suya You C.-C. Jay Kuo CVBM 36 42 0 18 Jul 2020
DeepFakes Evolution: Analysis of Facial Regions and Fake Detection Performance Ruben Tolosana Sergio Romero-Tapiador Julian Fierrez R. Vera-Rodríguez CVBM 48 90 0 16 Apr 2020
PixelHop++: A Small Successive-Subspace-Learning-Based (SSL-based) Model for Image Classification Yueru Chen Mozhdeh Rouhsedaghat Suya You Raghuveer Rao C.-C. Jay Kuo 31 69 0 08 Feb 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 86 785 0 01 Jan 2020
Use of a Capsule Network to Detect Fake Images and Videos H. Nguyen Junichi Yamagishi Isao Echizen 30 185 0 28 Oct 2019
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 179 1,072 0 27 Sep 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
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
Exposing Deep Fakes Using Inconsistent Head Poses Xin Yang Yuezun Li Siwei Lyu CVBM 65 880 0 01 Nov 2018
Exposing DeepFake Videos By Detecting Face Warping Artifacts Yuezun Li Siwei Lyu AAML CVBM 58 908 0 01 Nov 2018
Interpretable Convolutional Neural Networks via Feedforward Design C.-C. Jay Kuo Min Zhang Siyang Li Jiali Duan Yueru Chen 56 157 0 05 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
Two-Stream Neural Networks for Tampered Face Detection Peng Zhou Xintong Han Vlad I. Morariu L. Davis PICV CVBM 49 542 0 29 Mar 2018
Understanding Convolutional Neural Networks with A Mathematical Model C.-C. Jay Kuo FAtt 46 373 0 14 Sep 2016