Learning the Language of NVMe Streams for Ransomware Detection

Barak Bringoltz, Elisha Halperin, Ran Feraru +2

We apply language modeling techniques to detect ransomware activity in NVMe command sequences. We design and train two types of transformer-based models: the Command-Level Transfor…