Procmon LSTM Automatic analysis

What is it?

A LSTM (Long Short Term Memory) model + dataset. Utilises the procmon logging system to determine malicious process activity in the form of binary classification [malicious/benign]. Created for my University final project.

What do i need?

The program requires procmon logs in .csv format, the headings "Process Name","Image Path","Operation","Path","Result","Detail","Duration","TID" must be included and should be in cronological order.

Python requirements:

• tensorflow
• keras
• numpy
• sklearn
• csv

Todo:

• create requirements.txt file
• seperate training / dataset processing
• Allow saving of processed datasets