Privacy-preserving federating learning with differential privacy

• Main Author: Qi, Kehu
• Other Authors: Zhang Tianwei
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/175164
• Institution: Nanyang Technological University

Federated Learning represents a cutting-edge AI approach, facilitating collaborative model training across distributed devices, with applications spanning various sectors. For instance, in healthcare, institutions ollaborate to predict diseases while ensuring patient data remains decentralized. S...