Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port and flow statistics.
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Updated
Nov 30, 2018 - Python
Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port and flow statistics.
Floyd implementation in python
Real-time SDWAN traffic monitoring via ryu controller
Multipath routing
Applying Machine Learning model (SVM) into DDoS attack detection in SDN.
This project is created using Ryu controller which performs DIJKSTRA algorithm to find best paths, based on traffic flowing through links.
This repository contains the assignments of course "ITCS 8166: Computer Comm & Networks". This course has been taken in Spring 2021 semester, as part of my PhD degree at UNC Charlotte.
PhD Coursework: 21CS637 - Advanced Networks
This course is designed to train the hands-on capabilities for solving networking problems. In this course, you will learn basic network management tools and use them to solve practical problems.
This is my master's thesis project: "QoS implementation in Software Defined Network using Ryu Controller"
DDOS Mitigation System based on Ryu SDN Controller with Port Blocking Mechanism
Implementation of a Software Defined Perimeter in Ryu SDN Framework
A prototype for an architecture that uses Machine Learning to detect abnormalities in the SDN network packet flow, built by Ryu SDN and mininet
Final project of "Software Defined Networking" course at Polytechnic University of Milan.
Systematic Application Layer that Allows Network Monitoring and Firewall Rules for Ryu-based SDN Environments.
An SDN application that gives a network administrator, or a student, the ability to control flows in an OpenFlow network without coding.
This is my study on detection and mitigation DDoS attacks in SDN
Simple network monitor for ryu controller
An Enhanced Non-dominated Sorting Genetic Algorithm II-based Dynamic multi-objective QoS routing in Software-Defined Networks
A Research Project in which SDN DDos Attack dataset is being generated in SDN enviroment for machine leanring purpose.
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