Protecting neural networks from adversarial attacks

• Main Author: Yeow, Zhong Han
• Other Authors: Anupam Chattopadhyay
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/175267
• Institution: Nanyang Technological University

This project investigates how Searchable Symmetric Encryption (SSE) can be applied to neural networks as a form of protection from adversarial attacks and the viability of such an implementation. The implementation of SSE used is done in Python with the usage of single-keyword static SSE schemes,...