Detection of Deepfakes

End-to-end anti-spoofing with RawNet2

Authors: Hemlata Tak, Jose Patino, Massimiliano Todisco, Andreas Nautsch, Nicholas Evans, Anthony Larcher | Published: 2020-11-02 | Updated: 2021-12-16
Detection of Deepfakes
Model Evaluation
Speech Recognition Process

Face X-ray for More General Face Forgery Detection

Authors: Lingzhi Li, Jianmin Bao, Ting Zhang, Hao Yang, Dong Chen, Fang Wen, Baining Guo | Published: 2019-12-31 | Updated: 2020-04-19
Algorithm
Detection of Deepfakes
Adversarial Learning

CNN-generated images are surprisingly easy to spot… for now

Authors: Sheng-Yu Wang, Oliver Wang, Richard Zhang, Andrew Owens, Alexei A. Efros | Published: 2019-12-23 | Updated: 2020-04-04
Data Augmentation Method
Detection of Deepfakes
Image Generation Technology

FakeCatcher: Detection of Synthetic Portrait Videos using Biological Signals

Authors: Umur Aybars Ciftci, Ilke Demir | Published: 2019-01-08 | Updated: 2020-07-19
Detection of Deepfakes
Video Classification
Statistical Analysis

Exposing Deep Fakes Using Inconsistent Head Poses

Authors: Xin Yang, Yuezun Li, Siwei Lyu | Published: 2018-11-01 | Updated: 2018-11-13
Detection of Deepfakes
Media Forensics
Deep Learning Technology

Exposing DeepFake Videos By Detecting Face Warping Artifacts

Authors: Yuezun Li, Siwei Lyu | Published: 2018-11-01 | Updated: 2019-05-22
Data Augmentation Method
Detection of Deepfakes
Deep Learning Technology

Two-Stream Neural Networks for Tampered Face Detection

Authors: Peng Zhou, Xintong Han, Vlad I. Morariu, Larry S. Davis | Published: 2018-03-29
Detection of Deepfakes
Performance Evaluation Metrics
Deep Learning Method

Anti-spoofing Methods for Automatic SpeakerVerification System

Authors: Galina Lavrentyeva, Sergey Novoselov, Konstantin Simonchik | Published: 2017-05-24
Detection of Deepfakes
Unknown Attack Detection
Speech Recognition System