Unveiling Network Threats: Anomaly Detection in Intrusion Detection Systems

This notebook explores unsupervised methods to flag malicious packet flows.

The dataset was gathered by the GCS.

Usage

python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt --upgrade

This project is licensed under the MIT License - see the LICENSE file for details

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
slides		slides
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
countries_codes_and_coordinates.csv		countries_codes_and_coordinates.csv
ip2asn-v4-u32.tsv.gz		ip2asn-v4-u32.tsv.gz
main.ipynb		main.ipynb
requirements.txt		requirements.txt
user-asn-sorted.csv.gz		user-asn-sorted.csv.gz