DeepFakes detection across generations: Analysis of facial regions, fusion, and performance evaluation

Tolosana, Rubén; Romero-Tapiador, Sergio; Vera-Rodríguez, Rubén; González-Sosa, Ester; Fiérrez, Julián

doi:10.1016/j.engappai.2022.104673

Public

DeepFakes detection across generations: Analysis of facial regions, fusion, and performance evaluation

Published in Engineering Applications of Artificial Intelligence • Feb 1, 2022

Authors:

Rubén Tolosana

Sergio Romero-Tapiador

Rubén Vera-Rodríguez

Abstract

Media forensics has attracted a tremendous attention in the last years in part due to the increasing concerns around DeepFakes. Since the release of the initial DeepFakes databases of the 1st generation such as UADFV and FaceForensics++ up to the latest databases of the 2nd generation such as Celeb-...

Subject

Computer science

Robustness (evolution)

Artificial intelligence

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