Using Sequence Modeling to Detect Android Malware in Highly Imbalanced Datasets

A Summary of What I Have Learned!

Figure 1: Fine-Tuning BERT for malware classification (Image from the paper)

This blog post share insights from the stimulating discussions in our CSCE 689 ML-Based Cyberdefenses course led by the brilliant Dr. Marcus Botacin at Texas A&M University. Picture this — we’re diving deep into the world of cutting-edge research papers, unraveling the mysteries of machine learning in cyber defenses. This blog post is like a snapshot of the engaging conversations happening in …

android bert cybersecurity malware malware analysis