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Source code for CS 798 Final Project "A comprehensive study of DDoS Attacks Detection Scheme for SDN Environment"

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CS-798-Final-Project

Source code for CS 798 Final Project "A comprehensive study of DDoS Attacks Detection Scheme for SDN Environment"

Installation

  1. Download and install a fresh Ubuntu 18 in VM
  2. Git clone this repo
  3. Install mininet, Ryu and all dependencies by
    sudo ./install.sh

Run

  1. Run the controller with
    ./run_monitor.sh
    if you are using large topology also run another switch with
    ./run_switch.sh
  2. Run the RESTFUL API monitor with
    ./run_mitigation.sh
    we support the following flags
    • --mitigation
      • None: no mitigation will be run.
      • entropy: Entropy indicator will be used.
      • pca: PCA indicator will be used
      • svm : Machine Learning will be used.
  3. Run the topology with
    ./run_topo.sh
    we support the following flags
    • --topo
      • basic: basic topology
      • large: large topology
    • --traffic
      • empty: no traffic will be run
      • normal: normal ping traffic auto-run
      • ddos: ddos hping3 flood traffic auto-run
      • mix: first normal then ddos (loop)

Note

  1. Monitor should be run at first
  2. See the script src/attack.pyfor changin the attacker time of operation.
  3. For collecting data run the monitor without any mitigation strategy --mitigation='None' and run step 3 before step 2.
  4. !!! mitigation.py line 136 is hard code for topology. Need to change when using large topo !!!

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Source code for CS 798 Final Project "A comprehensive study of DDoS Attacks Detection Scheme for SDN Environment"

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