Submitted by Andreas Rössler.

Submission data

Full nameBayar c23
DescriptionNetwork as in publication used as a classification network on a 128x128 centered crop of a benchmark tracked face. Details see the FaceForensics++ paper.
Publication titleA deep learning approach to universal image manipulation detection using a new convolutional layer
Publication authorsB. Bayar and M. Stamm
Publication venueACM Workshop on Information Hiding and Multimedia Security
Publication URLhttps://dl.acm.org/citation.cfm?id=2930786
Input Data TypesUses Face Detection
Programming language(s)Python, Keras
HardwareGeForce 1080ti
Submission creation date13 Mar, 2019
Last edited13 Mar, 2019

Binary Classification

InfoDeepfakesFace2FaceFaceSwapPristineTotal
0.8820.7300.6500.6140.684