PAC: Privacy-Preserving Arrhythmia Classification with Neural Networks. - Mohamad Mansouri; Beyza Bozdemir; Melek Önen; Orhan Ermis (FPS, 2019)

SoK: Cryptography for Neural Networks. - Monir Azraoui; Muhammad Barham; Beyza Bozdemir; Sébastien Canard; Eleonora Ciceri; Orhan Ermis; Ramy Masalha; Marco Mosconi; Melek Önen; Marie Paindavoine; Boris Rozenberg; Bastien Vialla; et al. (Privacy and Identity Management, 2019)

ProteiNN: Privacy-preserving One-to-Many Neural Network Classifications. - Beyza Bozdemir; Orhan Ermis; Melek Önen (ICETE (2), 2020)

SwaNN: Switching among Cryptographic Tools for Privacy-preserving Neural Network Predictions. - Gamze Tillem; Beyza Bozdemir; Melek Önen (ICETE (2), 2020)

Privacy-preserving Density-based Clustering. - Beyza Bozdemir; Sébastien Canard; Orhan Ermis; Helen Möllering; Melek Önen; Thomas Schneider 003 (IACR Cryptol. ePrint Arch., 2021)

Privacy-preserving machine learning techniques. (Apprentissage automatique et confidentialité des données). - Beyza Bozdemir (2021)

PRIDA: PRIvacy-preserving Data Aggregation with multiple data customers. - Beyza Bozdemir; Betül Askin Özdemir; Melek Önen (IACR Cryptol. ePrint Arch., 2024)