DocumentCode
643181
Title
Development of neural network immune detectors for computer attacks recognition and classification
Author
Komar, Maria ; Golovko, Vladimir ; Sachenko, Anatoliy ; Bezobrazov, S.
Author_Institution
Res. Inst. for Intell. Comput. Syst., Ternopil Nat. Econ. Univ., Ternopil, Ukraine
Volume
02
fYear
2013
fDate
12-14 Sept. 2013
Firstpage
665
Lastpage
668
Abstract
There is developed a combined method that is based on the integration of neural network detectors in an artificial immune system. This allowed them to adapt to new attacks with the help of cloning and mutation operations.
Keywords
artificial immune systems; neural nets; pattern classification; security of data; artificial immune system; cloning operations; computer attack classification; computer attack recognition; mutation operations; neural network immune detectors; Computers; Detectors; Immune system; Information technology; Intrusion detection; Neural networks; Training; artificial immune systems; information telecommunication networks; neural network; neural network immune detector;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2013 IEEE 7th International Conference on
Conference_Location
Berlin
Print_ISBN
978-1-4799-1426-5
Type
conf
DOI
10.1109/IDAACS.2013.6663008
Filename
6663008
Link To Document