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DDOS detection in real time

A method for detection of DoS/DDoS attacks based on an evaluation of the incoming/outgoing packet volume ratio and its variance to the long-time ratio.

Usage:

  • Using Spark, Kafka and IPFIXCol collector Note: IPFIXCol collector used as a producer to send the data for Kafka

  • General App.py -iz <input-zookeeper-hostname>:<input-zookeeper-port> -it <input-topic> -oz <output-zookeeper-hostname>:<output-zookeeper-port> -ot <output-topic> -nf <regex for network range>