Hunting attacks in the dark: clustering and correlation analysis for unsupervised anomaly detection

Summary Network anomalies and attacks represent a serious challenge to ISPs, who need to cope with an increasing number of unknown events that put their networks' integrity at risk. Most of the network anomaly detection systems proposed so far employ a supervised strategy to accomplish their ta...

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