Date of Defense
4-19-2022
Date of Graduation
4-2022
Department
Computer Science
First Advisor
Shameek Bhattacharjee
Second Advisor
Jason Johnson
Abstract
Trust in Smart Home (SH) Internet of Things (IoT) technologies is a primary concern for consumers, which is preventing the widespread adoption of smart home services. Additionally, the variety of IoT devices and cyber attacks make it hard to build a generic attack detection framework for smart home IoT devices.
In order for us to check the validation of our trust model, we use two real datasets that contain a variety of actual cyber-attacks and benign traffic from different smart home IoT devices. Our evaluation seeks to investigate the generality of our framework across multiple datasets, with various classes of IoT devices and cyber attacks.
Recommended Citation
Serrano Rivas, Alvaro, "Intrusion Detection System for IOT Devices" (2022). Honors Theses. 3514.
https://scholarworks.wmich.edu/honors_theses/3514
Access Setting
Honors Thesis-Restricted