Tanvi Panchumarthy

First Name: 
Tanvi
Last Name: 
Panchumarthy
Mentor: 
Dr. Krishna Kavi
Abstract: 
In the past few years, Internet of Things (IoT) devices, such as smart light bulbs, thermostats, and televisions, have increasingly been used in homes, allowing users to conveniently and efficiently control their electronics and appliances remotely. However, along with the massive increase in popularity of these IoT devices, there have been a growing number of security concerns due to their heavy reliance on the internet. In order to mitigate the security risks of using smart home IoT devices, this project implements machine learning techniques for anomaly detection through the use of a finite state automaton.
Poster: 
Machine Learning Techniques for Anomaly Detection in a Smart Home Environment
Year: 
2021