DESIGNING and DEVELOPING an INTELLIGENT INTRUSION DETECTION SYSTEM


SAĞIROĞLU Ş. , Yolacan E. N. , YAVANOĞLU U.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, cilt.26, sa.2, ss.325-340, 2011 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 26 Konu: 2
  • Basım Tarihi: 2011
  • Dergi Adı: JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY
  • Sayfa Sayıları: ss.325-340

Özet

In this study, intrusion detection systems (IDSs) which are important tools for providing information and computer security were analyzed, the methods used in developing IDSs were reviewed, the studies on IDS's were revised, and an intelligent IDS was developed and introduced. In the development phase, artificial neural network (ANN), intelligent IDS and database used in developing and testing IDS applications were also reviewed. An intelligent IDS was designed and developed with the help of KDD'99 database. Evaluating the results obtained from this study and the developed IDS.