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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:

  • Django Framework
  • API (WebSocket and HTTP)
  • Realtime Attack Alert
  • Read Traffic from sFlow-RT
  • Full async process (Django-Channels)

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/