Parametric Methods for Anomaly Detection in Aggregate Traffic
نویسندگان
چکیده
منابع مشابه
Parametric Methods for Anomaly Detection in Aggregate Traffic ( Extended Version ) 0
This paper develops parametric methods to detect network anomalies using only aggregate traffic statistics in contrast to other works requiring flow separation, even when the anomaly is a small fraction of the total traffic. By adopting simple statistical models for anomalous and background traffic in the time-domain, one can estimate model parameters in realtime, thus obviating the need for a ...
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ژورنال
عنوان ژورنال: IEEE/ACM Transactions on Networking
سال: 2011
ISSN: 1063-6692,1558-2566
DOI: 10.1109/tnet.2010.2070845