A study of adversarial attacks against malware detection

• المؤلف الرئيسي: Neo, Berlynn Rui Xuan
• مؤلفون آخرون: Lin Shang-Wei
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/165977
• المؤسسة: 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...