Automatic network intrusion detection: Current techniques and open issues

@article{Catania2012AutomaticNI,
  title={Automatic network intrusion detection: Current techniques and open issues},
  author={Carlos Catania and Carlos Garc{\'i}a Garino},
  journal={Computers & Electrical Engineering},
  year={2012},
  volume={38},
  pages={1062-1072}
}
Automatic network intrusion detection has been an important research topic for the last 20 years. In that time, approaches based on signatures describing intrusive behavior have become the de-facto industry standard. Alternatively, other novel techniques have been used for improving automation of the intrusion detection process. In this regard, statistical methods, machine learning and data mining techniques have been proposed arguing higher automation capabilities than signature-based… CONTINUE READING
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