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 Real-Time Cyber-Physical Risk Management Leveraging Advanced Security Technologies Subject The topic of the resource Accuracy; IoT security; Machine learning; Performance metrics; Precision Description An account of the resource Conducting an in-depth study on algorithms addressing the interaction problem in the fields of machine learning and IoT security involves a meticulous evaluation of performance measures to ensure global reliability. The study examines key metrics such as accuracy, precision, recall, and F1 scores across ten scenarios. The highly competitive algorithms showcase accuracy rates ranging from 95.5 to 98.2%, demonstrating their ability to perform accurately in various situations. Precision and recall measurements yield similar information about the model's capabilities. The achieved balance between accuracy and recovery, as determined by the F1 tests ranging from 95.2 to 98.0%, emphasizes the practical importance of data transfer in the proposed method. Numerical evaluation, in addition to an analysis of overall performance metrics, provides a comprehensive understanding of the algorithm's performance and identifies potential areas for improvement. This research leads to advancements in the theoretical vision of machine learning for IoT protection. It offers real-world insights into the practical use of robust models in dynamically changing situations. As the Internet of Things environment continues to evolve, the study's results serve as crucial guides, laying the foundation for developing strong and effective security systems in the realm of interaction between virtual and material reality. The Author(s) 2024. Creator An entity primarily responsible for making the resource Poonia R.C.; Upreti K.; Alapatt B.P.; Jafri S. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-1011 LNNS, pp. 339-350. Publisher An entity responsible for making the resource available Springer Science and Business Media Deutschland GmbH Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-97-4581-4_25" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-97-4581-4_25</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85202602687&amp;doi=10.1007%2F978-981-97-4581-4_25&amp;partnerID=40&amp;md5=8a02527ce7f77d3a15d8c905270c80e8" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85202602687&amp;doi=10.1007%2f978-981-97-4581-4_25&amp;partnerID=40&amp;md5=8a02527ce7f77d3a15d8c905270c80e8</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23673370; ISBN: 978-981974580-7 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 Poonia R.C., Department of Computer Science, Christ University, Delhi NCR, Ghaziabad, India; Upreti K., Department of Computer Science, Christ University, Delhi NCR, Ghaziabad, India; Alapatt B.P., Department of Computer Science, Christ University, Delhi NCR, Ghaziabad, India; Jafri S., Administrative Science Department, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia