Deep Composite Face Image Attacks: Generation, Vulnerability and Detection

Deep Composite Face Image Attacks: Generation, Vulnerability and Detection

Face manipulation attacks have drawn the attention of biometric researchers because of their vulnerability to Face Recognition Systems (FRS). This paper proposes a novel scheme to generate Composite Face Image Attacks (CFIA) based on facial attributes using Generative Adversarial Networks (GANs). Gi...

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Bibliographic Details
Main Authors: Jag Mohan Singh, Raghavendra Ramachandra
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Biometrics
face recognition
morphing attacks
image compositing
vulnerability
generalized morphing attack potential
Online Access:https://ieeexplore.ieee.org/document/10078862/

Internet

https://ieeexplore.ieee.org/document/10078862/

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