Protecting neural networks from adversarial attacks

• Main Author: Tan, Bryan Bing Xing
• Other Authors: Anupam Chattopadhyay
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/137938
• Institution: Nanyang Technological University

As modern technology is rapidly progressing, more applications are utilizing aspects of machine learning—especially deep learning to time-critical and real-world applications. Adversaries are coming up with new ways to exploit attack surfaces in the machine learning process, rendering systems and ap...