Beyza Bozdemir

According to our database, Beyza Bozdemir authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

PRIDA: PRIvacy-preserving Data Aggregation with multiple data customers.

Beyza Bozdemir, Betül Askin Özdemir, Melek Önen

IACR Cryptol. ePrint Arch., 2024

2021

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

Beyza Bozdemir

PhD thesis, 2021

Privacy-preserving Density-based Clustering.

Beyza Bozdemir, Sébastien Canard, Orhan Ermis, Helen Möllering, Melek Önen, Thomas Schneider

IACR Cryptol. ePrint Arch., 2021

2020

SwaNN: Switching among Cryptographic Tools for Privacy-preserving Neural Network Predictions.

Gamze Tillem, Beyza Bozdemir, Melek Önen

Proceedings of the 17th International Joint Conference on e-Business and Telecommunications, 2020

ProteiNN: Privacy-preserving One-to-Many Neural Network Classifications.

Beyza Bozdemir, Orhan Ermis, Melek Önen

Proceedings of the 17th International Joint Conference on e-Business and Telecommunications, 2020

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, Sauro Vicini

Proceedings of the Privacy and Identity Management. Data for Better Living: AI and Privacy, 2019

PAC: Privacy-Preserving Arrhythmia Classification with Neural Networks.

Mohamad Mansouri, Beyza Bozdemir, Melek Önen, Orhan Ermis

Proceedings of the Foundations and Practice of Security - 12th International Symposium, 2019