Artis ML intrusion detection

There are several GitHub repo with intrusion detection codes:

https://github.com/rahulvigneswaran/Intrusion-Detection-Systems

https://github.com/cstub/ml-ids 

 https://github.com/rambasnet/DeepLearning-IDS

https://github.com/vinayakumarr/Network-Intrusion-Detection

We only need to pick 2 of these methods that work for us. 

There is a Kaggle competition on intrusion detection, it provide training and testing data at

https://www.kaggle.com/c/fcupdf1920

For MS thesis, Artis may try two ML method on the Kaggle data set, compare their performance, which would good for your thesis. You can first start to try run the GitHub sample codes.

GitHub 

https://raw.githubusercontent.com/CynthiaKoopman/Network-Intrusion-Detection/master/KDDTrain%2B_2.csv

Github cyber security, intrusion detetion

MS thesis topics suggested for  M. A. 

Useful ones: 

https://github.com/rahulvigneswaran/Intrusion-Detection-Systems

https://github.com/cstub/ml-ids 

 https://github.com/rambasnet/DeepLearning-IDS

https://github.com/vinayakumarr/Network-Intrusion-Detection

https://github.com/ymirsky/Kitsune-py

https://github.com/prashantnagawade/Intrusion-Detection-and-Prevention-System 

https://github.com/niteshsarode/Intrusion-Detection-System-using-Machine-Learning

https://github.com/clazarom/DeepLearning_IDS 

Kaggle competition, leaderboard

https://www.kaggle.com/c/fcupdf1920

https://github.com/marzekan/Anomaly_based_IDS 

https://github.com/imRP26/Network-based-Intrusion-Detection-Systems 

https://github.com/lukehsiao/ml-ids 

https://github.com/prabhant/Network-Intrusion-detection-with-machine-learning 

https://github.com/cytopia/git-ids 

https://github.com/kyralmozley/ids 

https://github.com/anandankit95/Anomaly-Based-Intrusion-Detection-

https://github.com/brijshah/Intrusion-Detection-System

https://github.com/nsslabcuus/AI_Security

https://github.com/alik604/cyber-security 

Data sets: 

https://github.com/jivoi/awesome-ml-for-cybersecurity 

Ferrag 2019

Useless ones: 

https://github.com/OWASP/Intelligent-Intrusion-Detection-System