SOK: homomorphic encryption in machine learning

• المؤلف الرئيسي: Ramasubramanian, Nisha
• مؤلفون آخرون: Anupam Chattopadhyay
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/165976
• المؤسسة: Nanyang Technological University

The field of machine learning (ML) has become ubiquitous, with new systems and models being implemented in a diverse range of domains resulting in the widespread use of software-based training and inference on third-party cloud platforms. There is growing recognition that outsourcing and hosting mac...