Search Results for author: Oleksandr Kuznetsov

Found 4 papers, 4 papers with code

AttackNet: Enhancing Biometric Security via Tailored Convolutional Neural Network Architectures for Liveness Detection

1 code implementation6 Feb 2024 Oleksandr Kuznetsov, Dmytro Zakharov, Emanuele Frontoni, Andrea Maranesi

Biometric security is the cornerstone of modern identity verification and authentication systems, where the integrity and reliability of biometric samples is of paramount importance.

Benchmarking

Embedding Non-Distortive Cancelable Face Template Generation

1 code implementation4 Feb 2024 Dmytro Zakharov, Oleksandr Kuznetsov, Emanuele Frontoni, Natalia Kryvinska

Biometric authentication systems are crucial for security, but developing them involves various complexities, including privacy, security, and achieving high accuracy without directly storing pure biometric data in storage.

Robust Face Recognition Security Studies

Cross-Database Liveness Detection: Insights from Comparative Biometric Analysis

2 code implementations29 Jan 2024 Oleksandr Kuznetsov, Dmytro Zakharov, Emanuele Frontoni, Andrea Maranesi, Serhii Bohucharskyi

In an era where biometric security serves as a keystone of modern identity verification systems, ensuring the authenticity of these biometric samples is paramount.

Binary Classification Face Anti-Spoofing

Unrecognizable Yet Identifiable: Image Distortion with Preserved Embeddings

3 code implementations26 Jan 2024 Dmytro Zakharov, Oleksandr Kuznetsov, Emanuele Frontoni

In the realm of security applications, biometric authentication systems play a crucial role, yet one often encounters challenges concerning privacy and security while developing one.

Face Recognition Security Studies

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