Method for predicting and detecting network intrusion in a computer network
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United States of America Patent
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Sep 29, 2015
Grant Date -
Jun 4, 2015
app pub date -
Mar 10, 2014
filing date -
Nov 29, 2013
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Abstract
A method of detecting an internet attack against a computing device is disclosed. The method of detecting an internet attack against a computing device comprising the steps of receiving a plurality of incoming network packets; extracting a plurality of incoming feature packets based on the plurality of incoming network packets; predicting a predicted incoming feature packet based on the plurality of incoming feature packets; obtaining a first classification data based on one of the incoming feature packets using a first classifier; obtaining a second classification data based on the predicted incoming feature packet by using a second classifier; and performing at least one remedy action if the first classification data or the second classification data identifies the internet intrusion attack; wherein each of the plurality of incoming feature packets and the predicted incoming feature packet comprise a plurality of incoming features and a plurality of predicted features respectively.
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