Published March 31, 2026
| Version v0.1
Software
Open
Multimodal PE Malware Family Classification
Authors/Creators
Description
This repository provides an end-to-end pipeline for malware family classification using multimodal data:
- Static features
- Dynamic behavior features
- Visual features from binary-to-image representations
The project compares fusion strategies at scale:
- Early fusion
- Expert selection
- Late fusion
It includes data preparation, feature extraction, model training, explainability scripts, statistical comparison, and visualization utilities.
Files
antoniol00/ai-malware-classification-v0.1.zip
Files
(35.9 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:6272c712d57076381c096eab0fcfc72a
|
35.9 MB | Preview Download |
Additional details
Related works
- Is supplement to
- Software: https://github.com/antoniol00/ai-malware-classification/tree/v0.1 (URL)
Funding
- Universidad de Málaga
Software
- Repository URL
- https://github.com/antoniol00/ai-malware-classification
- Programming language
- Python