Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware

Understand

Malware analysis is a complex process of examining and evaluating malicious software's functionality, origin, and potential impact.

• This arduous process typically involves dissecting the software to understand its components, infection vector, propagation mechanism, and payload.
• Over the years, deep reverse engineering of malware has become increasingly tedious, mainly due to modern malicious codebases' fast evolution and sophistication.
• Essentially, analysts are tasked with identifying the elusive needle in the haystack within the complexities of zero-day malware, all while under tight time constraints.