Scalable Cloud-Based Platforms For IoT Applications
Arul Gnanaprakasaam Chilambuchelvan, Karra Basheeba Rani, C. Sharon Roji Priya, Janorious Hermia J, R. Gayathri, S. Selvalakshmi · 2025
The several possible applications and advantages the Industrial Internet of Things (IIoT) offers help to explain the present explosive popularity it generates. Here among many other fields, including business, healthcare, automation, and built environment, this is especially true. Among the most important factors driving the IIoT's recent growing popularity is One of the various reasons the Internet of Things (IoT) has lately drawn a lot of interest is Though it offers a broad range of conceivable applications, the Internet of Things raises significant security problems. A heterogeneous environment follows when devices in an Internet of Things network could interact with one another. This environment makes it challenging to build consistent security methods all throughout the network. Three main areas where the security of the internet of things excel are limited access, data confidentiality, and data authentication. Although these measures are aimed to protect user data, Internet of Things security still has to be filled in-between. Therefore, the security of the IIoT network rests entirely on the availability of a separate module. More usually known as IDSs, intrusion detection systems have been increasingly deployed in wireless networks in recent years. By means of improved wireless cloud-based intrusion detection systems (CIDS), the Internet of Things (IoT) will provide better protection of networks from vulnerabilities. In this work, we construct a CIDS model employing three machine learning methods as the basic classifier for the model. Application of a voting classifier results in the best classification performance in the end. The results help to determine the resistance of the model to various kinds of attacks, therefore guiding its strength. The results reveal that the rate of detection accuracy surpasses that of other approaches.