Evaluation of adversarial attacks against deep learning models

• Main Author: Ta, Anh Duc
• Other Authors: Zhang Tianwei
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/156516
• Institution: Nanyang Technological University

The rapid development of deep learning techniques has made them useful in many applications. However, recent studies have shown that deep learning algorithms can be vulnerable to adversarial attacks. This is a serious concern when considering these algorithms for safety-critical applications. To fur...