A study of adversarial attacks against malware detection

• Main Author: Neo, Berlynn Rui Xuan
• Other Authors: Lin Shang-Wei
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/165977
• Institution: Nanyang Technological University

The global volume of malware attacks has risen significantly over the last decade. A large majority of malware threats are aimed at the Windows operating system, leading to a greater demand for effective malware detection systems. Machine learning has been widely used in malware detection programmes...