Malware-Classification-using-Binary-Visualization

Project on Malware classification based on the concept of visualization of binary files of programs

Dataset

• Binary files of different programs are extracted and converted to RGB images to form Malimg dataset.
• Available dataset malimg-grayscale is converted to RGB images
• Created using the tool Binvis.io

Malimg

• Used the following classes from the Malimg dataset for training and testing.
  • Allaple.A
  • Allaple.L
  • Instantaccess
  • VB.AT
  • Yuner.A

Trained Models

• VGG16
• VGG19
• GoogleNet
• ResNet
• InceptionV3