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 DoS Attacks Using Machine Learning Based Intrusion Detection System Subject The topic of the resource DoS Attacks; Intrusion Detection System; Machine learning; Support Vector Machine (SVM) Description An account of the resource Conventional intrusion detection systems are not always sufficient due to the increasing sophistication and frequency of Denial-of-Service (DoS) attacks. This work presents a novel solution to this problem by leveraging machine learning techniques to increase the precision and efficacy of real-time intrusion detection. The system keeps a careful eye on network traffic patterns, looking for any irregularities that would point to a denial-of-service attack. An Intrusion Detection System (IDS) that utilizes machine learning technologies - specifically, neural networks and support vector machines - allows for real-time adaptation to new attack patterns. A combination of rigorous simulations and real-world testing provides empirical support for the IDS's quick detection and mitigation of DoS threats. This initiative makes a major contribution to the development of cybersecurity defenses. 2024 IEEE. Creator An entity primarily responsible for making the resource Sabu I.R.; Saju S.; Mary Anita E.A.; Sowmya T. Source A related resource from which the described resource is derived Proceedings of InC4 2024 - 2024 IEEE International Conference on Contemporary Computing and Communications 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/InC460750.2024.10649128" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/InC460750.2024.10649128</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85203803542&amp;doi=10.1109%2FInC460750.2024.10649128&amp;partnerID=40&amp;md5=649d76ecbae375da49aa930bc79e0600" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85203803542&amp;doi=10.1109%2fInC460750.2024.10649128&amp;partnerID=40&amp;md5=649d76ecbae375da49aa930bc79e0600</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835038365-2 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 Sabu I.R., CHRIST (Deemed to be University), Computer Science and Engineering, Bangalore, India; Saju S., CHRIST (Deemed to be University), Computer Science and Engineering, Bangalore, India; Mary Anita E.A., CHRIST (Deemed to be University), Computer Science and Engineering, Bangalore, India; Sowmya T., CHRIST (Deemed to be University), Computer Science and Engineering, Bangalore, India