Submitted by Andreas Rössler.

Submission data

Full nameBayer and Stamm c40
DescriptionSee FaceForensics ++ paper. A classifier based on the work of Bayar and Stamm trained on the c40 compressed data.
Publication titleA deep learning approach to universal image manipulation detection using a new convolutional layer
Publication authorsBelhassen Bayar and Matthew C. 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
HardwareIntel Xeon 6140, 2080ti
Submission creation date29 Aug, 2019
Last edited29 Aug, 2019

Binary Classification v3

InfoDeepfakesFace2FaceFaceSwapNeuralTexturesPristineTotal
0.8450.7370.8250.7070.4620.616