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shadowzskz's Projects

awesome-sdn icon awesome-sdn

A awesome list about Software Defined Network (SDN)

bonesi icon bonesi

BoNeSi - the DDoS Botnet Simulator

ga-mlp icon ga-mlp

A genetic algorithm for optimizing neural network parameters using Python

kdd2019_k-multiple-means icon kdd2019_k-multiple-means

Implementation for the paper "K-Multiple-Means: A Multiple-Means Clustering Method with Specified K Clusters,", which has been accepted by KDD'2019 as an ORAL paper, in the Research Track.

machine_learning_research_nsl_kdd icon machine_learning_research_nsl_kdd

Taking on a classic challenge, NSL KDD. When training and test data come from differing probability distributions, training becomes difficult. We attempt to improve upon current results

mininet icon mininet

Emulator for rapid prototyping of Software Defined Networks

multipath icon multipath

Multipath routing with Ryu and Pyretic SDN Controllers

multipath-sdn-controller icon multipath-sdn-controller

🎛 Multipath Software Defined Networking Controller which sets up multipath forwarding tables and adjusts them based on network measurements

sdn-ddos-detection-and-mitigation-using-ml-and-statistical-methods icon sdn-ddos-detection-and-mitigation-using-ml-and-statistical-methods

Programmed the SDN controller to monitor the traffic, predict the traffic behaviour and detect DDOS traffic in the cloud network and mitigate it. Machine learning SVM algorithm was used to predict the malicious traffic in the network, achieved an accuracy of 98% and detection rate of 100%. Technologies Used are, SDN, ML SVM, Openflow, Ryu controller, Python, Mininet, iperf, hping3, linux commands.

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