Comparative research on network intrusion detection methods based on machine learning

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Support vector machines

Marti A. Hearst, Susan Dumais, E. Osuna et al. · IEEE Intelligent Systems and their Applications · 1998 · 6.9K citations

Computing, Computer Science, Machine Learning +14

Learning without Forgetting

Zhizhong Li, Derek Hoiem · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 3.8K citations

Computing, Computer Science, Computer Vision +11

An Intrusion-Detection Model

Dorothy E. Denning · IEEE Transactions on Software Engineering · 1987 · 3.4K citations

Computing, Computer Science, Cybersecurity +17

Machine Learning and Deep Learning Methods for Cybersecurity

Yang Xin, Lingshuang Kong, Zhi Liu et al. · IEEE Access · 2018 · 1.2K citations · Full text

Computing, Computer Science, Cybersecurity +14