Week Goals: Finish gathering results for the tiered and 2-dimensional HMMs. Go over drafts of research papers with Coach. Finish final...

Week Goals: Finish testing the new tiered HMM system and obtain results for accuracy of the new system. Begin writing our paper over the...

Week Goals: Initialize HMMs with clustering to provide a good guess at beginning states and probabilities. Focus into DDoS data set to...

Goals: 1.) Finish extracting features from the IoTPOT Data set 2.) Find equations/publications for Hierarchical HMMs 3.) Gather...

Goals: 1.) Continue work on representing/predicting network attack data with HMMs in Matlab 2.) Be able to use HMMs and our programs on...

Goals: 1.) * Prepare for midterm presentation. 2.) Feature selection via systematic reduction. 3.) Create test data subset for testing...

Goals: 1.) Better understand the features we are looking for in network data sets, specifically from the SWaT data set 2.) Continue work...

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)...

Goals: 1. Contact Andra Zaharia and ask about: -- Latest IoT attacks -- Data sets -- suggestions about how to proceed with research. 2....

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...

Week Goals: Understand HMMs better, be able to run a simple HMM program in Matlab, get familiar with programming HMMs, better understand...

Week Goals: Become familiar with the research project, develop abstract and problem statement, create week 1 presentation Thursday:...