MagNet: Detecting Digital Presentation Attacks on Face Recognition

Presentation attacks on face recognition systems are classified into two categories: physical and digital. While much research has focused on physical attacks such as photo, replay, and mask attacks, digital attacks such as morphing have received limited attention. With the advancements in deep lear...

Full description

Bibliographic Details
Main Authors: Akshay Agarwal, Richa Singh, Mayank Vatsa, Afzel Noore
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-12-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2021.643424/full