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 Performance Analysis of Deep Learning Algorithms for Intrusion Detection in IoT Subject The topic of the resource convolution neural network; decision tree classifier; deep learning; deep neural network; IoT Description An account of the resource Due to the wide availability of IoT devices at affordable cost and the ease of use has increased IoT devices increased usage. Due to the enormous usage of the Internet of Things (IoT) devices, the security aspects related to the data are also a significant concern in this data-driven world. Negligence of security measures from users can result in severe data falsification or data thefts. In this scenario, the Intrusion Detection System has a pivotal role in IoT security. Incorporating the deep learning techniques is an effective way to predict various attacks, either known or unknown. This paper highlights the various security threats associated with IoT, the importance of deep learning in IoT intrusion detection, and various IoT intrusion detection systems using deep learning. Comparative analysis of the different deep learning techniques was performed. The results have shown Convolution Neural Networks gave high accuracy in prediction based on various evaluation metrics. 2021 IEEE. Creator An entity primarily responsible for making the resource Jose J.; Jose D.V. Source A related resource from which the described resource is derived ICCISc 2021 - 2021 International Conference on Communication, Control and Information Sciences, Proceedings 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 2021-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICCISc52257.2021.9484979" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICCISc52257.2021.9484979</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85113320944&amp;doi=10.1109%2FICCISc52257.2021.9484979&amp;partnerID=40&amp;md5=5dbbd8b51b8f56da45c86c9e9a79fc53" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85113320944&amp;doi=10.1109%2fICCISc52257.2021.9484979&amp;partnerID=40&amp;md5=5dbbd8b51b8f56da45c86c9e9a79fc53</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-166541279-7 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 Jose J., CHRIST(Deemed to Be University), Dept. of Computer Science, Bangalore, India; Jose D.V., CHRIST(Deemed to Be University), Dept. of Computer Science, Bangalore, India