Published March 31, 2026 | Version v0.1
Software Open

Multimodal PE Malware Family Classification

  • 1. ROR icon Universidad de Málaga
  • 2. VirusTotal (Google)
  • 3. Universidad de Malaga - Campus de Teatinos

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)

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Additional details

Related works

Funding

Universidad de Málaga

Software