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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Niladri Das

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Conference Sep 2026

Deep Learning-Based Fingerprint Liveness Detection Using Hybrid EfficientNetB4-ViT Architecture with Texture Enhancement

Fingerprint-based biometric systems are widely used in security-critical applications. However, they remain vulnerable to spoofing attacks involving artificial finger replicas made from materials such as silicone, gelatin, and latex. Existing liveness detection methods based on handcrafted features often fail to genera...

Niladri Das, Prashant Verma, Priyanka Biswas et al. · 0 citations

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