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 Hybrid Deep Learning Cloud Intrusion Detection Subject The topic of the resource -CNN; Cloud Security; Intrusion detection; k-NN DDoS Description An account of the resource The scalability and flexibility that cloud computing provides, organisations can readily adapt their resources to meet demand without having to make significant upfront expenditures in hardware infrastructure. Three main types of computing services are provided to people worldwide via the Internet. Increased performance and resource access are two benefits that come with using cloud computing, but there is also an increased chance of attack. As a result of this research, intrusion detection systems that can process massive amounts of data packets, analyse them, and produce reports using knowledge and behaviour analysis were created. Convolution Neural Network Algorithm encrypts data as it's being transmitted end-to-end and is stored in the cloud, providing an extra degree of security. Data protection in the cloud is improved by intrusion detection. This study uses a model to show how data is encrypted and decrypted, of an algorithm and describes the defences against attacks. When assessing the performance of the suggested system, it's critical to consider the time and memory needed to encrypt and decrypt big text files. Additionally, the security of the cloud has been investigated and contrasted with various encoding techniques now in use. 2024 IEEE. Creator An entity primarily responsible for making the resource Karnan L.; Mahalakshmi S.B.; Thirunavukkarasu V. Source A related resource from which the described resource is derived 2024 IEEE International Conference on Intelligent Techniques in Control, Optimization and Signal Processing, INCOS 2024 - 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 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/INCOS59338.2024.10527729" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/INCOS59338.2024.10527729</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85194048134&amp;doi=10.1109%2FINCOS59338.2024.10527729&amp;partnerID=40&amp;md5=5a550f81f2ae52e2af0c65a23b4a11fd" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85194048134&amp;doi=10.1109%2fINCOS59338.2024.10527729&amp;partnerID=40&amp;md5=5a550f81f2ae52e2af0c65a23b4a11fd</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835036118-6 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 Karnan L., Christ University, Department of Computer Science, Karnataka, Bangalore, 560029, India; Mahalakshmi S.B., Coimbatore Institute of Technology, Department of Artificial Intelligence &amp; Machine Learning, Tamil Nadu, Coimbatore, 641014, India; Thirunavukkarasu V., Christ University, Department of Computer Science, Karnataka, Bangalore, 560029, India