IIDS: Design of Intelligent Intrusion Detection System for Internet-of-Things Applications. (arXiv:2308.00943v1 [cs.CR])

With rapid technological growth, security attacks are drastically increasing.
In many crucial Internet-of-Things (IoT) applications such as healthcare and
defense, the early detection of security attacks plays a significant role in
protecting huge resources. An intrusion detection system is used to address
this problem. The signature-based approaches fail to detect zero-day attacks.
So anomaly-based detection particularly AI tools, are becoming popular. In
addition, the imbalanced dataset leads to biased results. In Machine Learning
(ML) models, F1 score is an important …

address applications attacks defense design detection fail growth healthcare internet intrusion intrusion detection intrusion detection system iot problem protecting rapid resources role security security attacks signature system things