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An effective genetic algorithm-based feature selection method for intrusion detection systems

Zahid Halim, Muhammad Nadeem Yousaf, Muhammad Waqas, Muhammad Sulaiman, Ghulam Abbas, Masroor Hussain, Iftekhar Ahmad, Muhammad Hanif

Computers & Security · 2021 · 176 citations · 48 references

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48

UNSW-NB15: a comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set)

Nour Moustafa, Jill Slay · 2015 · 3.6K citations

, , +11

A Survey on Evolutionary Computation Approaches to Feature Selection

Bing Xue, Mengjie Zhang, Will N. Browne et al. · IEEE Transactions on Evolutionary Computation · 2015 · 1.8K citations · Full text

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From information security to cyber security

Rossouw von Solms, Johan van Niekerk · Computers & Security · 2013 · 1K citations

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2011 International Joint Conference on Neural Networks

IEEE Transactions on Neural Networks · 2010 · 561 citations

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A novel hybrid KPCA and SVM with GA model for intrusion detection

Fangjun Kuang, Weihong Xu, Siyang Zhang · Applied Soft Computing · 2014 · 426 citations

, , +15