Ahmed Sabah Ahmed AL-Jumaili

Balancing Privacy and Performance: A Differential Privacy Approach in Federated Learning

2024 · Computers

Federated learning (FL), a decentralized approach to machine learning, facilitates model training across multiple devices, ensuring data privacy. However, achieving a delicate privacy preservation–model convergence balance remains a major problem. Understanding how different hyperparameters affect …