Seetah Almarri

An ensemble machine learning framework for accurate ransomware detection and family classification using LightGBM and random forest

Abstract Ransomware is a critical cybersecurity threat that leverages advanced encryption techniques to compromise individuals, organizations, and even national infrastructure. Ransomware incidents have increased exponentially in the past 5 years, with recent studies indicating t...