An improved Harris Hawks optimizer based feature selection technique with effective two-staged classifier for network intrusion detection system

Survey of intrusion detection systems: techniques, datasets and challenges

Ansam Khraisat, Iqbal Gondal, Peter Vamplew et al. · Cybersecurity · 2019 · 1.8K citations · Full text

Computing, Computer Science, Cybersecurity +16

Network Intrusion Detection for IoT Security Based on Learning Techniques

Nadia Chaabouni, Mohamed Mosbah, Akka Zemmari et al. · IEEE Communications Surveys & Tutorials · 2019 · 919 citations

Computing, Computer Science, Cybersecurity +15

An Adaptive Ensemble Machine Learning Model for Intrusion Detection

Xianwei Gao, Chun Shan, Changzhen Hu et al. · IEEE Access · 2019 · 506 citations · Full text

Computing, Computer Engineering, Computer Science +17

A Two-Layer Dimension Reduction and Two-Tier Classification Model for Anomaly-Based Intrusion Detection in IoT Backbone Networks

Hamed Haddad Pajouh, Reza Javidan, Raouf Khayami et al. · IEEE Transactions on Emerging Topics in Computing · 2016 · 493 citations · Full text

Computing, Computer Science, Information Technology +17

A novel SVM-kNN-PSO ensemble method for intrusion detection system

Abdulla Amin Aburomman, Mamun Bin Ibne Reaz · Applied Soft Computing · 2015 · 481 citations

Computing, Computer Engineering, Computer Science +14