SDN networks (Software Defined Networking ) are exposed to new security threats and attacks, especially Distributed Denial of Service (DDoS) attacks. For this aim, we have proposed a model able to detect and mitigate attacks automatically in SDN networks using Machine Learning (ML)

python networking random-forest virtualization sdn sdn-controller hacktoberfest sdn-network mininet sdn-switch knn-classification ryu-controller machile-learning ryu-sdn-controller

• Updated Mar 22, 2025
• Python

DDoS attacks detection by using SVM on SDN networks.

influxdb artificial-intelligence telegraf ddos-detection ovs sdn-network svm-classifier mininet network-namespace software-defined-networking ryu-controller mininet-internals

• Updated Nov 2, 2022
• Python

An SDN application that gives its user the ability to control flows in an OpenFlow network without coding.

sdn network-monitoring openflow networks network-automation network-programming python-networking software-defined-networking ryu-controller openflow-app osken-controller

• Updated Nov 7, 2026
• HTML

Applying Machine Learning model (SVM) into DDoS attack detection in SDN.

python machine-learning ddos dos svm sdn classification mininet ryu-controller dos-attack ryu-sdn-controller

• Updated Jun 7, 2021
• Python

Service Function Chaining Application for Ryu SDN controller

docker sdn openflow sfc openvswitch ryu-controller service-function-chain forwarding-graph

• Updated Mar 28, 2022
• Python

Dockerfiles and scripts to build Kathará Docker images.

docker dockerfile bird docker-image rift quagga sdn rpki p4 openbgpd frr ryu-controller kathara krill routinator kathara-image rpki-client

• Updated Jun 9, 2026
• Dockerfile

This is my master's thesis project: "QoS implementation in Software Defined Network using Ryu Controller"

python opensource ryu sdn-controller network-programming qos ovs ovsdb sdn-network mininet diffserv ovs-vsctl softswitch thesis-project ryu-controller ryu-sdn-controller flowmanager

• Updated Mar 19, 2023
• Python

DDOS Mitigation System based on Ryu SDN Controller with Port Blocking Mechanism

python machine-learning sdn-controller decision-tree mininet ryu-controller ryu-sdn-controller

• Updated Jun 6, 2023
• Python

This project is an implementation of Dijkstra Algorithm utilizing Ryu Controller and mininet for routing packets in network topologies.

sdn-controller mininet routing-controllers computer-networks ryu-controller

• Updated Aug 29, 2021
• Python

This is my study on detection and mitigation DDoS attacks in SDN

machine-learning ddos machine-learning-algorithms sdn ryu machinelearning attack-prevention sdn-controller openflow-controller sdn-network mininet network-security mitigation ddos-protection ryu-controller openflow-switch distributed-denial-of-service openflow-protocol ryu-sdn-controller

• Updated Jan 16, 2024
• Python

routing-implementation in SDN based on switch processing delay and remaining bandwidth

ryu sdn-controller hacktoberfest sdn-network mininet routing-protocols sdn-apps mininet-topology ryu-controller ryu-sdn-controller hacktoberfest-accepted hacktoberfest2021 ryu-sdn topology-discovey-sdn routing-in-sdn ipv4-handle-in-sdn routing-protocol-in-sdn

• Updated Feb 3, 2025
• Python

This project is created using Ryu controller which performs DIJKSTRA algorithm to find best paths, based on traffic flowing through links.

sdn-controller dijkstra-algorithm dynamic-routing ryu-controller ryu-sdn-controller

• Updated Nov 6, 2021
• Python

Project holding the implementation and results of my thesis project at University of Trento, Italy

sdn qos mininet network-slicing ryu-controller

• Updated Jun 21, 2020
• Python

An SDN-based Network Slicing Platform of 5G Core Network

software-defined-network mininet 5g core-network ryu-controller

• Updated Dec 11, 2019
• Python

Software Defined Network Monitor System

python monitoring network sdn ryu openvswitch mininet ryu-controller

• Updated Sep 28, 2021
• Python

DDOS attack detection and mitigation in SDN using ML algo

ubuntu machine-learning-algorithms python3 cybersecurity ddos-attacks software-defined-network attack-defense mininet-topology ryu-controller ddos-attack-detection

• Updated Oct 5, 2024
• Python

Intelligent SDN traffic classification using deep learning : Generating and classifying SDN network traffic to differentiate between normal and abnormal packets using deep learning.

python deep-neural-networks deep-learning tensorflow sdn-controller mininet ryu-controller

• Updated Nov 25, 2021
• Jupyter Notebook

SDN Topology Emulation and Development of Dataset for ML-Based Intrusion Detection through the Ryu SDN Framework, Mininet and VirtualBox VMs

machine-learning virtualbox sdn ryu ids simulated-network sdn-scenario software-defined-network sdn-network mininet intrusion-detection-system ryu-controller network-emulation dataset-collection

• Updated Nov 23, 2025
• Jupyter Notebook

A bunch of scripts and files that describe topology creation, the topologies, the testing data, real-time graph rendering, table creation and chart creation.

sdn matplotlib box-plot mininet-topology ryu-controller ternary-plot

• Updated Aug 28, 2019
• Python

This is an application for Ryu controller. It implements NSH (RFC8300) with SFC (RFC7665)

ryu sfc nsh ryu-controller vnf-allocation-model

• Updated Jun 1, 2021
• Python