Privacy-preserving federating learning with differential privacy

• المؤلف الرئيسي: Qi, Kehu
• مؤلفون آخرون: Zhang Tianwei
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175164
• المؤسسة: 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...