malvizv1 0.1.0

Image-based Windows malware scanner using ONNX Runtime

malvizv1

malvizv1 is an image-based Windows malware scanner prototype using ONNX Runtime.

It converts a file into a grayscale byte image, runs a ResNet18 ONNX model, and predicts either:

• Benign
• a Malimg malware family
• uncertain if confidence is below the threshold

Installation locally

From this package folder:

pip install -e .

Usage

malvizv1 C:\Windows\System32\calc.exe
malvizv1 C:\Windows\System32\cmd.exe --threshold 0.90

You can also use the shortcut:

malviz C:\Windows\System32\calc.exe

Important note

This is a student/research prototype, not a replacement for a real antivirus.