Encoding NetFlows for State-Machine Learning. (arXiv:2207.03890v1 [cs.LG])

NetFlow data is a well-known network log format used by many network analysts
and researchers. The advantages of using this format compared to pcap are that
it contains fewer data, is less privacy intrusive, and is easier to collect and
process. However, having less data does mean that this format might not be able
to capture important network behaviour as all information is summarised into
statistics. Much research aims to overcome this disadvantage through the use of
machine learning, for …

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