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Network Intrusion Detector using Machine Learning

Oct 2019 » Machine Learning Cybersecurity
Network Intrusion Detector using Machine Learning

(Image is representational)

In this project, experiments were carried out on KDD Cup 99 dataset and the challenge is to classify the network connections as ‘good’ or ‘bad’.

General details to the challenge is here

Dataset for this task is here

Entire project is worked on Google Colab with GPUs and a nerual net from tensorflow 2.0 library was modelled on full dataset. Accuracy obtianed in 99.75

Source code in google colab is here and the other source code which were experimental can be accessed in this link