Protecting neural networks from adversarial attacks

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...

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Bibliographic Details
Main Author: Tan, Bryan Bing Xing
Other Authors: Anupam Chattopadhyay
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/137938