Cryptography techniques to defend neural networks from adversarial attacks

• Main Author: Tan, Hong Meng
• Other Authors: Anupam Chattopadhyay
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Neural network; Cryptography; Machine learning; Encryption
• Online Access: https://hdl.handle.net/10356/175454
• Institution: Nanyang Technological University

As the field of artificial intelligence proceeds to advance, the security and strength of neural network against adversarial attacks have resulted in critical area of concern. This academic research report aims to examine current defense mechanism and proposed plan of cryptographic strategies to sec...