Work

Optimizing CNN Architectures for Face Liveness Detection: Performance, Efficiency, and Generalization across Datasets

Year: 2025

Type: article

Abstract: Face liveness detection is essential for securing biometric authentication systems against spoofing attacks, including printed photos, replay videos, and 3D masks. This study systematically evaluates pre-trained CNN models—... | Find, read and cite all the research you need on Tech Science Press

Source: Computer Modeling in Engineering & Sciences

DOI: 10.32604/cmes.2025.058855

Authors: Smita Khairnar, Shilpa Gite, Biswajeet Pradhan, Sudeep D. Thepade, Abdullah Alamri

Institutions: University of Technology Sydney, Symbiosis International University, King Saud University

Language: English

Topic: Biometric Identification and Security

Subfield: Signal Processing

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond