On the Use of Singular Value Decomposition for a Fast Intrusion Detection System

@article{Rawat2006OnTU,
  title={On the Use of Singular Value Decomposition for a Fast Intrusion Detection System},
  author={Sanjay Rawat and Arun K. Pujari and Ved Prakash Gulati},
  journal={Electr. Notes Theor. Comput. Sci.},
  year={2006},
  volume={142},
  pages={215-228}
}
Traditionally, the application of data mining in intrusion detection systems (IDS) concentrates on the construction of operational IDSs. The main emphasis is on data mining steps, and other KDD (Knowledge Discovery in Databases) are largely ignored. The present study investigates the applicability of Spectral Analysis technique singular value decomposition (SVD) as a preprocessing step to reduce the dimensionality of the data. This reduction highlights the most prominent features in the data by… CONTINUE READING
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