Internet of Things

Exploring Machine Learning Algorithms for User Activity Inference from IoT Network Traffic
The availability of ubiquitous and heterogeneous Internet-of-Things (IoT) devices in smart homes and their interactions with users …
Kuai Xu, Yinxin Wan, Xuanli Lin, Feng Wang, Guoliang Xue
PDF Cite DOI IEEE Xplore
Extracting Spatial Information of IoT Device Events for Smart Home Safety Monitoring
Smart home IoT devices have been widely deployed and connected to many home networks for various applications such as intelligent home …
Yinxin Wan, Xuanli Lin, Kuai Xu, Feng Wang, Guoliang Xue
PDF Cite DOI IEEE Xplore
IoT System Vulnerability Analysis and Network Hardening with Shortest Attack Trace in a Weighted Attack Graph
This talk discusses how to analyze vulnerabilities in an attack graph using attack traces and ways to harden them.
May 12, 2023 3:30 PM Student Union on UTSA Main Campus
Xuanli Lin
Slides
IoT System Vulnerability Analysis and Network Hardening with Shortest Attack Trace in a Weighted Attack Graph
In recent years, Internet of Things (IoT) devices have been extensively deployed in edge networks, including smart homes and offices. …
Yinxin Wan, Xuanli Lin, Abdulhakim Sabur, Alena Chang, Kuai Xu, Guoliang Xue
PDF Cite Slides DOI ACM DL
Network Hardening in IoT Networks with Weighted Attack Graphs
This talk discusses how IoT networks can be analyzed in weighted attack graphs and how an effective hardening plan can be devised using attack graphs and attack traces.
Apr 14, 2023 1:40 PM La Sala Ballroom at ASU West
Xuanli Lin
Slides
Inferring User Activities from IoT Device Events in Smart Homes: Challenges and Opportunities
The ubiquitous deployment of IoT devices in smart homes has led to growing research interests in studying the home network traffic for …
Xuanli Lin, Yinxin Wan, Kuai Xu, Feng Wang, Guoliang Xue
PDF Cite Slides DOI IEEE Xplore
An Effective Machine Learning Based Algorithm for Inferring User Activities From IoT Device Events
The rapid and ubiquitous deployment of Internet of Things (IoT) in smart homes has created unprecedented opportunities to automatically …
Guoliang Xue, Yinxin Wan, Xuanli Lin, Kuai Xu, Feng Wang
PDF Cite Code DOI IEEE Xplore