Leveraging Artificial Intelligence Algorithms for Enhanced Malware Analysis: A Comprehensive Study

Abstract

The escalation of sophisticated malware threats necessitates innovative solutions for their detection and neutralization. This paper discusses the role of Artificial Intelligence (AI) algorithms in the field of malware analysis, examining various AI methodologies, and scrutinizing their efficiencies and drawbacks. We further discuss the key AI algorithms utilized, their applicability, and future potential. This study provides a valuable resource for researchers and practitioners seeking to utilize AI for improved malware detection and mitigation.