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2007

Anomaly detection in TCP/IP networks using immune systems paradigm

9 years 9 months ago
Anomaly detection in TCP/IP networks using immune systems paradigm
The paper presents an architecture of an anomaly detection system based on the paradigm of artificial immune systems (AISs). Incoming network traffic data are considered by the system as signatures of potential attackers by mapping them into antigens of AISs either using some parameters of network traffic or headers of selected TCP/IP protocols. A number of methods of generation of antibodies (anomaly detectors) were implemented. The way of anomaly detection depends on the method of antibodies generation. The paper presents results of an experimental study performed with use of real data and shows how the performance of the anomaly detection system depends on traffic data coding and methods of generation of detectors. Ó 2006 Elsevier B.V. All rights reserved.
Franciszek Seredynski, Pascal Bouvry
Added 12 Dec 2010
Updated 12 Dec 2010
Type Journal
Year 2007
Where COMCOM
Authors Franciszek Seredynski, Pascal Bouvry
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