Botnet Detection Based on Anomaly and Community Detection

We introduce a novel two-stage approach for the important cybersecurity problem of detecting the presence of a botnet and identifying the compromised nodes (the bots), ideally before the botnet becomes active. The first stage detects anomalies by leveraging large deviations of an empirical distribut...

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Veröffentlicht in:	IEEE transactions on control of network systems 2017-06, Vol.4 (2), p.392-404
Hauptverfasser:	Jing Wang, Paschalidis, Ioannis C.
Format:	Artikel
Sprache:	eng
Schlagworte:	Anomaly detection botnets Computer crime Control systems Correlation cybersecurity Erbium Joining processes Monitoring optimization random graphs social networks
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