Homomorphic encryption(HE) enabled federated learning

• المؤلف الرئيسي: Myat Nyein Soe
• مؤلفون آخرون: Anupam Chattopadhyay
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2020
• الموضوعات: Engineering::Computer science and engineering::Data::Data encryption
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/138191
• المؤسسة: Nanyang Technological University

In this report, to maximise data privacy, we conducted Federated Learning algorithm with Homomorphic Encryption. The project was done in stages. Initially, federated learning was done without applying homomorphic encryption. Homomorphic encryption was applied in a progressive manner at a later stage...