Evaluation of adversarial attacks against deep learning models

• المؤلف الرئيسي: Ta, Anh Duc
• مؤلفون آخرون: Zhang Tianwei
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/156516
• المؤسسة: 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...