Malware Detection Based on Machine Learning Methods, Analysis, and Tools

• Published in: Computing, Networking and Communications (ICNC), International Conference on pp. 1 - 11
• Main Authors: Almuqren, Almaha, Frikha, Mounir, Albuali, Abdullah, Amin Almaiah, Mohammed
• Format: Conference Proceeding
• Language: English
• Published: IEEE 05.11.2024
• Subjects: Feature extraction; Hazards; Machine learning; Machine learning algorithms; Malware; malware analysis and; malware detection; Open source software; Software algorithms; Systematic literature review; Systematics

Malware identification is essential for safeguarding digital systems from cyber attacks, and machine learning techniques are proving to be efficient in this field. This systematic literature re-view thoroughly analyzes research undertaken from 2020 to 2024 on malware detection using machine learning...