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Please use this identifier to cite or link to this item: http://arks.princeton.edu/ark:/88435/dsp01ww72bd878
Title: THE DEVELOPMENT OF INTERNET TRAFFIC MODELS TO PREDICT NETWORK BEHAVIOR AND DETECT MALICIOUS CYBER ACTIVITY
Authors: Garvey, Matthew
Advisors: Kornhauser, Alain
Department: Operations Research and Financial Engineering
Class Year: 2015
Abstract: In collaboration with the company NIKSUN located in Princeton, NJ, models have been developed for performing k-step ahead predictions of utilization rates associated with first flow and then packet utilization. Using both the models developed and the invariants discovered during the modeling process, methodologies for performing anomaly detection are proposed. Further suggestions for research are also proposed.
Extent: 107 pages
URI: http://arks.princeton.edu/ark:/88435/dsp01ww72bd878
Type of Material: Princeton University Senior Theses
Language: en_US
Appears in Collections:Operations Research and Financial Engineering, 2000-2016

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