Anti-spoofing few-shot learning model for face recognition

• Main Author: Ang, Ting Feng
• Other Authors: Ong Chin Ann
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Few-shot; Anti-spoofing; Machine learning
• Online Access: https://hdl.handle.net/10356/181185
• Institution: Nanyang Technological University

Face recognition technology has been widely used in a variety of industries recently, including mobile devices and security systems. However, a serious security risk arises from these systems' vulnerability to spoofing attacks, which use images, videos, or 3D masks to trick recognition algorith...