Malware detection in memory images using machine learning

• Main Author: Neo, Guat Kwan
• Other Authors: Luo Jun
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/165974
• Institution: Nanyang Technological University

With the increasing prevalence and sophistication of malware, there is an urgent need for effective and efficient methods to detect them. Memory forensics has shown promising results in finding malware that can elude traditional security measures. At the same time, machine learning techniques have p...