Vision & ML / Active development

MalVision

What it does

Classifies malware using Vision Transformer architecture applied to binary file visualizations.

The problem it solves

Traditional signature-based detection fails on novel malware. MalVision treats binaries as images and applies visual pattern recognition.

Method

ViT fine-tuned on binary visualizations, binary classification.