Continual Learning for Anomaly based Network Intrusion Detection

These are the experiments we have done on network datasets for different Continual learning algorithms. We have tested the algorithms on 3 datasets i.e ids17, ids18, kddcup99. The code files are present in their respective folders. In each sub folder readme is written on how to run the files

Citation

@INPROCEEDINGS{Amal2201:Continual,
AUTHOR="Suresh Kumar Amalapuram and Akash Tadwai and Reethu Vinta and Sumohana Channappayya and Bheemarjuna Reddy Tamma",
TITLE="Continual Learning for Anomaly based Network Intrusion Detection",
BOOKTITLE="2022 14th International Conference on COMmunication Systems & NETworkS (COMSNETS) (COMSNETS 2022)",
ADDRESS="Bangalore, India",
DAYS=3,
MONTH=jan,
YEAR=2022,
KEYWORDS="Anomaly based network intrusion detection systems; Continual learning; Task order sensitivity",
}