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Andrew DeJonge, Miguel Millan
Jul 17, 20171 min read
Week 10 - Final Week
Week Goals: Finish gathering results for the tiered and 2-dimensional HMMs. Go over drafts of research papers with Coach. Finish final...
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Andrew DeJonge, Miguel Millan
Jul 10, 20171 min read
Week 9
Week Goals: Finish testing the new tiered HMM system and obtain results for accuracy of the new system. Begin writing our paper over the...
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Andrew DeJonge, Miguel Millan
Jul 10, 20171 min read
Week 8
Week Goals: Initialize HMMs with clustering to provide a good guess at beginning states and probabilities. Focus into DDoS data set to...
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Andrew DeJonge, Miguel Millan
Jun 26, 20172 min read
Week 7
Goals: 1.) Finish extracting features from the IoTPOT Data set 2.) Find equations/publications for Hierarchical HMMs 3.) Gather...
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Andrew DeJonge, Miguel Millan
Jun 19, 20171 min read
Week 6
Goals: 1.) Continue work on representing/predicting network attack data with HMMs in Matlab 2.) Be able to use HMMs and our programs on...
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Andrew DeJonge, Miguel Millan
Jun 12, 20172 min read
Week 5
Goals: 1.) * Prepare for midterm presentation. 2.) Feature selection via systematic reduction. 3.) Create test data subset for testing...
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Andrew DeJonge, Miguel Millan
Jun 5, 20172 min read
Week 4
Goals: 1.) Better understand the features we are looking for in network data sets, specifically from the SWaT data set 2.) Continue work...
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Andrew DeJonge, Miguel Millan
May 30, 20171 min read
Other Useful Links
University of New Brunswick's data sets for attacks on networks with DOS, DDOS, and botnets An overview of how a Man in the Middle (MitM)...
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Andrew DeJonge, Miguel Millan
May 30, 20172 min read
Week 3
Goals: 1. Contact Andra Zaharia and ask about: -- Latest IoT attacks -- Data sets -- suggestions about how to proceed with research. 2....
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adejonge0
May 26, 20171 min read
Useful Links for learning HMMs and IoT security
Introduction Video Video series that gets into the math behind the HMM (ML 14.4) Hidden Markov models (HMMs) (part 1) (ML 14.5) Hidden...
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Andrew DeJonge, Miguel Millan
May 22, 20171 min read
Week 2: More Research, Toying with Matlab and HMMs
Week Goals: Understand HMMs better, be able to run a simple HMM program in Matlab, get familiar with programming HMMs, better understand...
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Andrew DeJonge, Miguel Millan
May 22, 20171 min read
Week 1: Learning HMMs and IoT security
Week Goals: Become familiar with the research project, develop abstract and problem statement, create week 1 presentation Thursday:...
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