Process Monitoring on Sequences of System Call Count Vectors

This repository contains the code and part of the data used in the paper Process Monitoring on Sequences of System Call Count Vectors by M. Dymshits, B. Myara and D. Tolpin.

Install requirements

pip install -r requirements.txt

To install tensorflow with GPU support, replace tensorflow by tensorflow-gpu in requirements.txt.

Unzip the data

tar -xf data/laboratory_data.bzip2 -C data/

Beware that once unzipped, the file weights approximately 1.8gb.

Reproduce laboratory setup results

python train.py data/laboratory_data.pkl