SOK: homomorphic encryption in machine learning

• Main Author: Ramasubramanian, Nisha
• Other Authors: Anupam Chattopadhyay
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/165976
• Institution: 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...