Multi-Layer Bayesian Based Intrusion Detection System

نویسندگان

  • Hesham Altwaijry
  • Saeed Algarny
چکیده

In this paper a multi-layer Bayesian based intrusion detection system is developed. The system is trained a priori using a subset of the KDD dataset. The trained classifier is then tested using a larger subset of KDD dataset. The Bayesian classifier was able to detect intrusion with detection rate that is superior to most published results. Index Terms Intrusion Detection – Bayesian Filter – KDD Dataset

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تاریخ انتشار 2011