2 papers
cs.CR2025
Zero Day Malware Detection with Alpha: Fast DBI with Transformer Models for Real World Application
Matthew Gaber, Mohiuddin Ahmed, Helge Janicke
The effectiveness of an AI model in accurately classifying novel malware hinges on the quality of the features it is trained on, which in turn depends on the effectiveness of the a…
cs.CR2024
Zero Day Ransomware Detection with Pulse: Function Classification with Transformer Models and Assembly Language
Matthew Gaber, Mohiuddin Ahmed, Helge Janicke
Finding automated AI techniques to proactively defend against malware has become increasingly critical. The ability of an AI model to correctly classify novel malware is dependent…