ANIDSC 0.1.0

Adversarial testing framework for NIDS

ANIDSC

Adversarial NIDS Chain

Setting Up environment

install docker

run docker run --gpus all -it --ipc=host --ulimit memlock=-1 --ulimit stack=67108864 --rm -v "path/to/this/folder":/workspace/ANIDSC -v "path/to/datasets":/workspace/datasets -v "path/to/models":/workspace/models kihy/nids_framework

Running the code

The examples folder include example scripts to run this package feature_extraction.py shows how to extract features evaluate_models.py shows how to evaluate NIDS models generate_report.py contains functions to obtain summary

extending the code

To add a new feature extractor, inherit BaseTrafficFeatureExtractor from base_feature_extractor.py To add a new model, inherit BaseOnlineODModel and one of the save mixins from base_model.py