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