Incremental SVM based on reserved set for network intrusion detection

@article{Yi2011IncrementalSB,
  title={Incremental SVM based on reserved set for network intrusion detection},
  author={Yang Yi and Jiansheng Wu and Wei Xu},
  journal={Expert Syst. Appl.},
  year={2011},
  volume={38},
  pages={7698-7707}
}
0957-4174/$ see front matter 2010 Elsevier Ltd. A doi:10.1016/j.eswa.2010.12.141 ⇑ Corresponding author. E-mail addresses: issyy@mail.sysu.edu.cn, yiya jiansheng4211@gmail.com (J. Wu), discrosicky@163.c We develop an improved incremental SVM algorithm, named RS-ISVM, to deal with network intrusion detection. To reduce the noise generated by feature differences, we propose a modified kernel function U-RBF, with the mean and mean square difference values of feature attributes embedded in kernel… CONTINUE READING

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