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lzx233's Projects

botnet-detection-using-ml icon botnet-detection-using-ml

A Botnet Detector that applies Deep Learning to assess a dataset and trains itself to identify the existence of bots in a network by analyzing the IRC traffic using the signatures of bots.

botnet-traffic-detection icon botnet-traffic-detection

Developed a project which focus on adapting machine learning methods to cybersecurity field. Different machine learning classifiers have been tested on the available botnet traffic data, results and the comparison among those methods have been produced in this project.

iotbotnet icon iotbotnet

This project proposes a novel solution to detect IoT botnets by analyzing N-BaIoT dataset with supervised and unsupervised machine learning algorithms and compare their performance.

project5_mlp icon project5_mlp

Project 5 MLP for discovering botnets from captured network traffic

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