---
license: mit
pipeline_tag: text-classification
tags:
- malware
- syscalls
- bigbird
---

BigBird model trained on syscalls for malware detection.

It has five labels: Normal and four types of malware: Bashlite, TheTick, Bdvl, RansomwarePoC

Dataset: https://ieee-dataport.org/documents/malwspecsys-dataset-containing-syscalls-iot-spectrum-sensor-affected-heterogeneous-malware

Paper: https://arxiv.org/abs/2405.09318

Published at IEEE MILCOM 2024