Research
A Comparative Benchmark of Machine Learning Models for Static Malware Analysis: From EMBER 2018 to the Challenges of 2024
David-Cristian Horvath and Imre Zsigmond
Accepted for presentation at ICAART 2026
Keywords: Malware Detection, Static Analysis, Machine Learning, EMBER Dataset, Gradient Boosted Decision Trees