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Machine Learning Algorithm for Inferring User Activities from IoT Device Events
The ubiquitous and heterogeneous deployment of internet of things (IoT) devices in smart homes has created new opportunities to extract knowledge, awareness, and intelligence via monitoring and understanding the devices’ interactions with their environments and users. Meaningful information from network traffic of IoT devices in smart homes can...
Published: 2/14/2024   |   Inventor(s): Guoliang Xue, Yinxin Wan, Kuai Xu, Feng Wang, Xuanli Lin
Keywords(s): Algorithm Development, Internet of Things, Machine Learning, Networks, IT, Software and Communication, PS-Computing and Information Technology, PS-Wireless and Networking, Security
Category(s): Computing & Information Technology, Physical Science, Wireless & Networking
Algorithm for Inferring User Activities from IoT Network Traffic
Recently, the surge in Internet-of-things (IoT) device deployment within smart homes has led to a large need for understanding user activities through the vast data generated by these devices. While studies have explored individual device behaviors and network traffic patterns, there remains a gap in leveraging this data collectively to infer and monitor...
Published: 11/22/2023   |   Inventor(s): Guoliang Xue, Yinxin Wan, Kuai Xu, Feng Wang
Keywords(s): Algorithm Development, Internet of Things, Networks, IT, Software and Communication, PS-Computing and Information Technology, PS-Wireless and Networking, Security
Category(s): Computing & Information Technology, Physical Science, Wireless & Networking