DocumentCode
3297441
Title
WAID: wavelet analysis intrusion detection
Author
Garcia, Raymond C. ; Sadiku, Matthew N O ; Cannady, James D.
Author_Institution
Sci. Atlanta, GA, USA
Volume
3
fYear
2002
fDate
4-7 Aug. 2002
Abstract
Current approaches to intrusion detection have been demonstrated to be relatively effective in identifying network attacks that occur sequentially from a single source. Those that are distributed over an extended period of time are particularly difficult for current intrusion detection approaches to detect. Numerous forms of network attacks can be temporally dispersed. Those that deny authorized users access to system resources can often be most effectively conducted by distributing them through time. Wavelet analysis intrusion detection (WAID) is achieved by treating state-realizable protocols as discrete waveforms. WAID is offered as a multidimensional analysis approach to detecting temporally-spaced network attacks. Several applications are discussed along with a theoretical basis.
Keywords
signal processing; telecommunication networks; telecommunication security; wavelet transforms; WAID; discrete waveforms; multidimensional analysis approach; state-realizable protocols; temporally-spaced network attacks; wavelet analysis intrusion detection; Access protocols; Differential equations; Discrete wavelet transforms; Information science; Intrusion detection; Road transportation; Satellites; Signal analysis; Telecommunication traffic; Wavelet analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on
Print_ISBN
0-7803-7523-8
Type
conf
DOI
10.1109/MWSCAS.2002.1187133
Filename
1187133
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