Effective Anomaly Detection in Smart Home by Integrating Event Time Intervals. (arXiv:2201.07954v1 [cs.CR])

Smart home IoT systems and devices are susceptible to attacks and
malfunctions. As a result, users' concerns about their security and safety
issues arise along with the prevalence of smart home deployments. In a smart
home, various anomalies (such as fire or flooding) could happen, due to cyber
attacks, device malfunctions, or human mistakes. These concerns motivate
researchers to propose various anomaly detection approaches. Existing works on
smart home anomaly detection focus on checking the sequence of IoT devices'
events …

anomaly detection detection event home smart smart home