Self-adaptive Traffic Anomaly Detection System for IoT Smart Home Environments

arXiv:2403.02744v1 Announce Type: new
Abstract: With the growth of internet of things (IoT) devices, cyberattacks, such as distributed denial of service, that exploit vulnerable devices infected with malware have increased. Therefore, vendors and users must keep their device firmware updated to eliminate vulnerabilities and quickly handle unknown cyberattacks. However, it is difficult for both vendors and users to continually keep the devices safe because vendors must provide updates quickly and the users must continuously manage the conditions of all deployed …

anomaly detection arxiv cs.cr cyberattacks denial of service detection device devices distributed distributed denial of service environments exploit firmware growth home internet internet of things iot malware quickly service smart smart home system things traffic vendors vulnerabilities vulnerable