EWMA Algorithm in Network Practice

Intrusion detection is used to monitor and capture intrusions into computer and network systems which attempt to compromise their security. Many intrusions manifest in changes in the intensity of events occuring in computer networks. Because of the ability of exponentially weighted moving average (E...

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Published inInternational journal of computers, communications & control Vol. 5; no. 2; p. 160
Main Authors Cisar, Petar, Bošnjak, Saša, Cisar, Sanja Maravic
Format Journal Article
LanguageEnglish
Published Oradea Agora University of Oradea 01.06.2010
Subjects
Algorithms
Computer networks
Control charts
Control limits
Optimization
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ISSN1841-9836
1841-9844
1841-9844
DOI10.15837/ijccc.2010.2.2471

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Abstract Intrusion detection is used to monitor and capture intrusions into computer and network systems which attempt to compromise their security. Many intrusions manifest in changes in the intensity of events occuring in computer networks. Because of the ability of exponentially weighted moving average (EWMA) control charts to monitor the rate of occurrences of events based on their intensity, this technique is appropriate for implementation in control limits based algorithms. The paper also gives a review of a possible optimization method. The validation check of results will be performed on authentic network samples.
AbstractList Intrusion detection is used to monitor and capture intrusions into computer and network systems which attempt to compromise their security. Many intrusions manifest in changes in the intensity of events occuring in computer networks. Because of the ability of exponentially weighted moving average (EWMA) control charts to monitor the rate of occurrences of events based on their intensity, this technique is appropriate for implementation in control limits based algorithms. The paper also gives a review of a possible optimization method. The validation check of results will be performed on authentic network samples.
Author Bošnjak, Saša
Cisar, Petar
Cisar, Sanja Maravic
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SubjectTerms Algorithms
Computer networks
Control charts
Control limits
Optimization
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