Towards Behavioral Profiling Based Anomaly Detection for Smart Homes

• Published in: TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON) pp. 1258 - 1263
• Main Authors: Dilraj, M., Nimmy, K., Sankaran, Sriram
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2019
• Subjects: Anomaly detection; Computer crime; IoT; Machine learning; power; Power demand; Servers; Smart cameras; smart home; Smart homes

Embedded devices in smart homes have become increasingly vulnerable to numerous security and privacy threats. Over the past few years, devices such as Smart Cameras have been used to launch Distributed Denial of Service (DDoS) attacks wherein attackers exploit weakly configured IoT devices and injec...