Threat Hunter

Threat Hunter is machine learning based Intrusion Detection System specialized in detecting malicious activity from traffic flow statistics only

Datasets

The datasets used to train and evaluate the systems are based on the CIC-2017-IDS data provided by the Canadian Institue of Cybersecurity.

Name		Name	Last commit message	Last commit date
Latest commit History 118 Commits
flowmeter		flowmeter
packetcollector		packetcollector
utils		utils
CIC-2017-IDS Reduce Memory.ipynb		CIC-2017-IDS Reduce Memory.ipynb
CIC-2017_Graphs.ipynb		CIC-2017_Graphs.ipynb
Neural_Network_CIC_2017.ipynb		Neural_Network_CIC_2017.ipynb
ProcessorV2.ipynb		ProcessorV2.ipynb
README.md		README.md
Scapy To Pandas Feature Engineering.ipynb		Scapy To Pandas Feature Engineering.ipynb
Wrangling notebook.ipynb		Wrangling notebook.ipynb
artemis_pca_25.h5		artemis_pca_25.h5
cic_2017_setup.py		cic_2017_setup.py
lightgbm_cic_2017.py		lightgbm_cic_2017.py
models.py		models.py
packetCollector.py		packetCollector.py
pcap_processor.ipynb		pcap_processor.ipynb
pcap_processor.py		pcap_processor.py