Statistical methods used for intrusion detection
tarafından
 
Özardıç, Onur.

Başlık
Statistical methods used for intrusion detection

Yazar
Özardıç, Onur.

Yazar Ek Girişi
Özardıç, Onur.

Yayın Bilgileri
[s.l.]: [s.n.], 2006

Fiziksel Tanımlama
x, 71 leaves.: ill.+ 1 computer laser optical disc.

Genel Not
Keywords: Computer networks, computer networks security, intrusion detection system, statistical methods

Özet
Computer networks are being attacked everyday. Intrusion detection systems are used to detect and reduce effects of these attacks. Signature based intrusion detection systems can only identify known attacks and are ineffective against novel and unknown attacks. Intrusion detection using anomaly detection aims to detect unknown attacks and there exist algorithms developed for this goal. In this study, performance of five anomaly detection algorithms and a signature based intrusion detection system is demonstrated on synthetic and real data sets. A portion of attacks are detected using Snort and SPADE algorithms. PHAD and other algorithms could not detect considerable portion of the attacks in tests due to lack of sufficiently long enough training data.

Konu Başlığı
Computer networks -- Security measures

Yazar Ek Girişi
Püskülcü, Halis

Tüzel Kişi Ek Girişi
İzmir Institute of Technology. Computer Engineering.

Tek Biçim Eser Adı
Thesis (Master)--İzmir Institute of Technology:Computer Engineering.
 
İzmir Institute of Technology:Computer Engineering--Thesis (Master).

Elektronik Erişim
Access to Electronic Version.


LibraryMateryal TürüDemirbaş NumarasıYer NumarasıDurumu/İade Tarihi
IYTE LibraryTezT000524TK5105.59 .O991 2006Tez Koleksiyonu