Multimodal-malware-detection

Feature representation module

This folder encompasses the code required for representing both PM and MM features. Within the MM feature representation, you will find the pre-trained model used for MM feature extraction, the fine-tuning process of the model, as well as the code for extracting MM features using the fine-tuned model. The PM feature representation consists of the code used for extracting MM features utilizing the pre-trained model.

Fusion & Classification module

This folder contains the code responsible for fusing PM and MM features and training a malware classifier.

Baselines

This folder contains the reproduced code of the baseline methods.