Malware Detection with AI: A Comprehensive Review of Trends and Challenges with Future Directions

This article briefly explored basic malware concepts, various types of malware, malware evasion mechanisms and existing popular malware datasets used in malware detection research, and discusses at length the various types of malware detection approaches using machine learning as well as deep learning by organizing the methods into eight ’novel’ categories.