Data redundancy may lead to unreliable intrusion detection systems

@article{AlRawi2017DataRM,
  title={Data redundancy may lead to unreliable intrusion detection systems},
  author={Mohammed Al-Rawi and Yasmin Al-Zuqary and Firooz B. Saghezchi and Jie Yang and Joaquim Bastos and Jonathan Rodriguez},
  journal={2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC)},
  year={2017},
  pages={1897-1902}
}
An Intrusion Detection System (IDS) aims at protecting a network against attacks intended to exposing and/or vandalizing it. To build and test an IDS, network data are usually acquired containing attacks and normal behavior. The objective of this work is to use machine learning techniques to build IDSs and to investigate their reliability. To build and test… CONTINUE READING