SOK: homomorphic encryption in machine learning

• 主要作者: Ramasubramanian, Nisha
• 其他作者: Anupam Chattopadhyay
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2023
• 主題: Engineering::Computer science and engineering
• 在線閱讀: https://hdl.handle.net/10356/165976
• 機構: 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...