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Title: Anomaly Detection Framework Based on Matching Pursuit for Network Security Enhancement, Journal of Telecommunications and Information Technology, 2011, nr 1

Creator:

Hołubowicz, Witold ; Renk, Rafał

Date:

2011, nr 1

Resource Type:

artykuł

Description:

In this paper, a framework for recognizing network traffic in order to detect anomalies is proposed. We propose to combine and correlate parameters from different layers in order to detect 0-day attacks and reduce false positives. Moreover, we propose to combine statistical and signal-based features. The major contribution of this paper are: novel framework for network security based on the correlation approach as well as new signal based algorithm for intrusion detection using matching pursuit.

Publisher:

Instytut Łączności - Państwowy Instytut Badawczy, Warszawa

Format:

application/pdf

Resource Identifier:

oai:bc.itl.waw.pl:1158 ; ISSN 1509-4553, on-line: ISSN 1899-8852

DOI:

10.26636/jtit.2011.1.1131

ISSN:

1509-4553

eISSN:

1899-8852

Source:

Journal of Telecommunications and Information Technology

Language:

ang

Rights Management:

Biblioteka Naukowa Instytutu Łączności

Subject and keywords:

signal processing network security matching pursuit anomaly detection intrusion detection

Object collections:

Last modified:

Aug 28, 2024

In our library since:

Jan 17, 2013

Number of object content hits:

100

All available object's versions:

https://bc.itl.waw.pl/publication/1418

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Edition name Date
Hołubowicz, Witold, 2011, nr 1, Anomaly Detection Framework Based on Matching Pursuit for Network Security Enhancement, Journal of Telecommunications and Information Technology, 2011, nr 1 Aug 28, 2024

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Instytut Łączności – Państwowy Instytut Badawczy ul. Szachowa 1 04-894 Warszawa

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(+48) 5128 696

E-Mail

biblioteka@il-pib.pl

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