DDOS attack detection and mitigation in SDN using ML algo
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Updated
Oct 5, 2024 - Python
DDOS attack detection and mitigation in SDN using ML algo
This project demonstrates a SDN-based firewall implemented using the Ryu controller and Mininet. The firewall blocks traffic based on specific IP addresses, ports, and protocols (such as ICMP). It also logs dropped packets for auditing purposes.
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)
Artificial Intelligence and Cybersecurity
An SDN lab using Mininet and Ryu controller in Docker containers. The lab includes applications to view and create flow entries to forward packets through the network. It also includes applications to collect network metrics.
An Enhanced Non-dominated Sorting Genetic Algorithm II-based Dynamic multi-objective QoS routing in Software-Defined Networks
Analyzing the QoS of Shortest Path First (SPF) routing in Ryu and Floodlight Controller in the SDN Based Network.
An SDN application that gives its user the ability to control flows in an OpenFlow network without coding.
Simple network monitor for ryu controller
Dockerfiles and scripts to build Kathará Docker images.
Thiết kế và triển khai giải pháp mạng nội bộ dựa trên kiến trúc SDN, sử dụng nền tảng Ryu (một số thiết bị vẫn được phép truy cập mạng)
This is my study on detection and mitigation DDoS attacks in SDN
A python based data center topology. The project aims to present a comprehensive analysis of the Fat tree topology's performance using Mininet simulator.
Systematic Application Layer that Allows Network Monitoring and Firewall Rules for Ryu-based SDN Environments.
CLOUD-BASED SOFTWARE DEFINED NETWORK & ITS SECURITY ISSUES
Flexible DoS detection system for SDN architecture
Implementation of a Software Defined Perimeter in Ryu SDN Framework
DDOS Mitigation System based on Ryu SDN Controller with Port Blocking Mechanism
This is my master's thesis project: "QoS implementation in Software Defined Network using Ryu Controller"
Proyecto de investigación enfocado a la gestión de redes inalámbricas 5G, mediante el diseño e implementación de nuestro algoritmo heurístico SHEM (basado en Python) en un escenario de movilidad vehicular.
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