An effective unsupervised network anomaly detection method

2012 ◽  
Author(s):  
Monowar H. Bhuyan ◽  
D. K. Bhattacharyya ◽  
J. K. Kalita
Keyword(s):  
Anomaly Detection ◽  
Detection Method ◽  
Network Anomaly Detection

scholarly journals An Entropy-Based Network Anomaly Detection Method

Entropy ◽  
2015 ◽  
Vol 17 (4) ◽  
pp. 2367-2408 ◽  
Author(s):  
Przemysław Bereziński ◽  
Bartosz Jasiul ◽  
Marcin Szpyrka
Keyword(s):  
Anomaly Detection ◽  
Detection Method ◽  
Network Anomaly Detection

Network anomaly detection based on signal processing techniques

2013 ◽  
Vol 18 (1) ◽  
pp. 15-21
Author(s):  
Tomasz Andrysiak ◽  
Łukasz Saganowski ◽  
Mirosław Maszewski
Keyword(s):  
Signal Processing ◽  
Anomaly Detection ◽  
Network Traffic ◽  
Detection Method ◽  
Matching Pursuit ◽  
Matching Pursuit Decomposition ◽  
Network Anomaly Detection ◽  
Processing Techniques ◽  
Signal Processing Techniques

Abstract The article depicts possibility of using Matching Pursuit decomposition in order to recognize unspecified hazards in network traffic. Furthermore, the work aims to present feasible enhancements to the anomaly detection method, as well as their efficiency on the basis of a wide collection of pattern test traces.

scholarly journals A Multi-Stage Network Anomaly Detection Method for Improving Efficiency and Accuracy

2012 ◽  
Vol 03 (01) ◽  
pp. 18-24 ◽  
Author(s):  
Yuji Waizumi ◽  
Hiroshi Tsunoda ◽  
Masashi Tsuji ◽  
Yoshiaki Nemoto
Keyword(s):  
Anomaly Detection ◽  
Detection Method ◽  
Multi Stage ◽  
Network Anomaly Detection
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