Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Detection of Various Security Threats in IoT and Cloud Computing using Machine Learning Subject The topic of the resource Artificial Intelligence; Cloud Computing; COVID; Internet of Things (IoT); Machine Learning Description An account of the resource Due to the growth of internet technology, there is a sharp rise in the growth of IoT enabled devices. IoT (Internet of Things) refers to the connection of various embedded devices with limited processing and memory. With the heavy adoption of IoT applications, cloud computing is gaining traction with the ever-increasing demand to process and compute a massive amount of data coming from various devices. Hence, cloud computing and IoT are often related to each other. However, there are two challenges in deploying the IoT and cloud computing frameworks: security and Privacy. This article discusses various types of security threats affecting IoT and cloud computing, and threats are classified using machine learning (ML). ML has gained much momentum in recent years and is applied in various domains. One of the main subdomains of machine learning is used in IoT and cloud security. A machine learning model can be trained with data based on which the model can predict the impending security threats. Popular security techniques to protect IoT devices from hackers are IoT authentication, access control, malware detection, and secure overloading. Supervised learning algorithms can be used to detect malware in the runtime behavior of applications. The malware is detected from network traffic and is labeled based on its suspicious behavior. Post identification of malware, the application data is stored in a database trained via an ML classifier algorithm (KNN or Random Forest). With increased training, the model can identify malware applications with higher accuracy. 2022 IEEE. Creator An entity primarily responsible for making the resource Joseph T.A.; Jayapandian N. Source A related resource from which the described resource is derived International Conference on Sustainable Computing and Data Communication Systems, ICSCDS 2022 - Proceedings, pp. 996-1001. Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICSCDS53736.2022.9760791" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICSCDS53736.2022.9760791</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85130090123&amp;doi=10.1109%2FICSCDS53736.2022.9760791&amp;partnerID=40&amp;md5=046f6405b0fe607215c41d48ab635383" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85130090123&amp;doi=10.1109%2fICSCDS53736.2022.9760791&amp;partnerID=40&amp;md5=046f6405b0fe607215c41d48ab635383</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-166547884-7 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Joseph T.A., School of Engineering and Technology, Christ (Deemed to Be University), India; Jayapandian N., School of Engineering and Technology, Christ (Deemed to Be University), India