Miguel Millan and Andrew DeJonge are both undergraduate students at Oakland University, Miguel is a Junior year Computer Science major and Andrew is a Sophomore year Electrical Engineering major. Both of us are researching under Professor Zohdy in the area of cyber security. We are using the Hidden Markov Model to not only identify types of  IoT attacks, but also the intentions behind the attacks.