- Tytuł:
- Anomaly Detection Framework Based on Matching Pursuit for Network Security Enhancement
- Autorzy:
-
Renk, R.
Hołubowicz, W. - Powiązania:
- https://bibliotekanauki.pl/articles/309519.pdf
- Data publikacji:
- 2011
- Wydawca:
- Instytut Łączności - Państwowy Instytut Badawczy
- Tematy:
-
anomaly detection
intrusion detection
matching pursuit
network security
signal processing - Opis:
- 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.
- Źródło:
-
Journal of Telecommunications and Information Technology; 2011, 1; 32-36
1509-4553
1899-8852 - Pojawia się w:
- Journal of Telecommunications and Information Technology
- Dostawca treści:
- Biblioteka Nauki
Artykuł