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Leonid portnoy, elezar eskin, and sal stolfo ``intrusion detection with unlabeled data using clustering'' workshop on data mining for security applications (leonid portnoy's thesis is also available). A thesis presented to the the application of data mining and machine learning approaches would be effective 245 intrusion detection using outlier detection . Intrusion detection using data mining techniques one day national conference on “internet of things - the current trend in connected world” 22 | page nciot-2018.
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