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nadhirfr / rf-ids

Machine Learning Based - Intrusion Detection System
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cic-ids-2018 data-science ddos ddos-detection ddos-mitigation django-framework intrusion-detection intrusion-detection-system machine-learning machinelearning random-forest sflow sflow-rt software-defined-network

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Random Forest - IDS

This is an Intrution Detection System with Machine Learning Based (Random Forest). This IDS used to detect DDoS Attack in Software-Defined Network with utilizing sFlow-RT (sFlow protocol). The analyze of Machine Learning Model can be found here: https://github.com/nadhirfr/cic-ids-2018

ko-fi

Feature:

Dashboard Dashboard Log Log

HTTP API Documentation:

URL : http://ip_address/api/?sec=latestLog&limit=limitShow
Method : GET
Example : http://127.0.0.1/api/?sec=10&limit=5
Get 5 data in last 10 seconds

GET status of service : http://ip_address/api/status/

__WS Access URL : ws://ip_address/ws/api/__