Network anomaly detection using IP flows with Principal Component Analysis and Ant Colony Optimization

2016 ◽  
Vol 64 ◽  
pp. 1-11 ◽  
Author(s):  
Gilberto Fernandes ◽  
Luiz F. Carvalho ◽  
Joel J.P.C. Rodrigues ◽  
Mario Lemes Proença
Keyword(s):  
Principal Component Analysis ◽  
Anomaly Detection ◽  
Ant Colony Optimization ◽  
Principal Component ◽  
Component Analysis ◽  
Ant Colony ◽  
Ip Flows ◽  
Network Anomaly Detection

A robust principal component analysis approach to DoS-related network anomaly detection

2020 ◽  
Author(s):  
Cody Doucette ◽  
Regan Broderick-Sander ◽  
Benjamin Toll ◽  
Aaron Helsinger ◽  
Nathaniel Soule ◽  
...  
Keyword(s):  
Principal Component Analysis ◽  
Anomaly Detection ◽  
Principal Component ◽  
Component Analysis ◽  
Analysis Approach ◽  
Robust Principal Component Analysis ◽  
Network Anomaly Detection
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