13 citations · 14 across the 2 of their papers we have counts for
5 papers
Bionetta: Efficient Client-Side Zero-Knowledge Machine Learning Proving
Dmytro Zakharov, Oleksandr Kurbatov, Artem Sdobnov +10
In this report, we compare the performance of our UltraGroth-based zero-knowledge machine learning framework Bionetta to other tools of similar purpose such as EZKL, Lagrange's dee…
AttackNet: Enhancing Biometric Security via Tailored Convolutional Neural Network Architectures for Liveness Detection
Oleksandr Kuznetsov, Dmytro Zakharov, Emanuele Frontoni +1
Biometric security is the cornerstone of modern identity verification and authentication systems, where the integrity and reliability of biometric samples is of paramount importanc…
Embedding Non-Distortive Cancelable Face Template Generation
Dmytro Zakharov, Oleksandr Kuznetsov, Emanuele Frontoni +1
Biometric authentication systems are crucial for security, but developing them involves various complexities, including privacy, security, and achieving high accuracy without direc…
Cross-Database Liveness Detection: Insights from Comparative Biometric Analysis
Oleksandr Kuznetsov, Dmytro Zakharov, Emanuele Frontoni +2
In an era where biometric security serves as a keystone of modern identity verification systems, ensuring the authenticity of these biometric samples is paramount. Liveness detecti…
Unrecognizable Yet Identifiable: Image Distortion with Preserved Embeddings
Dmytro Zakharov, Oleksandr Kuznetsov, Emanuele Frontoni
Biometric authentication systems play a crucial role in modern security systems. However, maintaining the balance of privacy and integrity of stored biometrics derivative data whil…