Oleksandr Lytvyn

According to our database, Oleksandr Lytvyn authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Landscape of machine learning evolution: privacy-preserving federated learning frameworks and tools.

Giang Thu Nguyen, Judith Sáinz-Pardo Díaz, Amanda Calatrava, Lisana Berberi, Oleksandr Lytvyn, Valentin Kozlov, Viet D. Tran, Germán Moltó, Álvaro López García

Artif. Intell. Rev., February, 2025

2024

Secure Federated Learning for Multi-Party Network Monitoring.

Oleksandr Lytvyn, Giang T. Nguyen

IEEE Access, 2024

Optimal Differential Privacy for Deep Learning Model Training.

Hlib Kokin, Oleksandr Lytvyn, Giang T. Nguyen

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

2023

Efficiency and Security Trade-offs of Secure Multi-Party Computation for Machine Learning.

Oleksandr Lytvyn, Giang T. Nguyen

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Secure Multi-Party Computation for Magnetic Resonance Imaging Classification.

Oleksandr Lytvyn, Giang T. Nguyen

Proceedings of the 14th International Conference on Ambient Systems, 2023