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 Prevention and Mitigation of Intrusion Using an Efficient Ensemble Classification in Fog Computing Subject The topic of the resource Cloud computing; Ensemble classifier; Fog computing; Intrusion Description An account of the resource Cloud services in fog network is a platform that inherits software services to a network to handle cloud-specific problems. A significant component of the security paradigm that supports service quality is represented by intrusion detection systems (IDSs). This work develops an optimization environment to mitigate intrusion using RSLO classifier on a cloud-based fog networks. Here, a three-layer approach namely the cloud, end point, and fog layers is used as a trio to carry out all of the processing. In the cloud layer, three layers of processing are required for handling the dataset metrics which are data transformation metrics, feature selection metrics, and classification processes. With log transformation, data is transformed using KS correlation-based filter which is used to choose a feature. The classification using an ensemble methodology of RideNN classifiers which is a Rider Sea Lion Optimization (RSLO), a created classifier, is used to tune the ensemble classifier. Physical work is carried out at another layer called an end point layer. A trained ensemble classifier is used for intrusion detection in the fog layer. A greater precision, recall, and F-measure were obtained with an accuracy approximately 95%, with all benefits of the suggested RSLO-based ensemble strategy. The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024. Creator An entity primarily responsible for making the resource Paul P.M.; Shekhar R.; Jingle I.D.J.; Jingle I.B.J. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-898, pp. 173-181. 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/10.1007/978-981-99-9707-7_16" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-99-9707-7_16</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85187652761&amp;doi=10.1007%2F978-981-99-9707-7_16&amp;partnerID=40&amp;md5=8890bfec65e559554821508d1def2d72" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85187652761&amp;doi=10.1007%2f978-981-99-9707-7_16&amp;partnerID=40&amp;md5=8890bfec65e559554821508d1def2d72</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23673370; ISBN: 978-981999706-0 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 Paul P.M., Department of CSE, ACED, Alliance University, Bengaluru, India; Shekhar R., Department of CSE, ACED, Alliance University, Bengaluru, India; Jingle I.D.J., Department of CSE, Christ University, Bengaluru, India; Jingle I.B.J., Department of CSE, Karunya University, Coimbatore, India