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 PE-v-SVR based Architecture to Predict and Prevent Low and Slow-Rate DDoS Attacks using Machine Learning Subject The topic of the resource cyber threats; Cybersecurity; DDoS attacks; Entropy; Predictive models; Regression Description An account of the resource Distributed Denial of Service (DDoS) attacks continue to emerge; low and slow attacks pose a serious threat. These small-scale attacks often evade traditional security protections and increase the risk of long-term outages and loss of service. Our research aims to develop effective predictive models and strategic defences to detect and mitigate slow DDoS attacks. The proposed model combines Power Spectral entropy and V-Support Vector Regression. More importantly, the version achieves the first-class error price in the variety of zero to at least one, demonstrating its effectiveness in detecting and predicting DDoS attacks. Research results show the effectiveness of the proposed design using PSD (power spectral density) entropy and V-SVR. The best mean square error obtained further confirms the ability of the model in this context. V-SVR in low and sluggish DDoS assaults. 2024 Bharati Vidyapeeth, New Delhi. Creator An entity primarily responsible for making the resource Chhettri D.; George F.J.; Nair A.M.; Alapatt B.P. Source A related resource from which the described resource is derived Proceedings of the 18th INDIAcom; 2024 11th International Conference on Computing for Sustainable Global Development, INDIACom 2024, pp. 1612-1616. 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/10.23919/INDIACom61295.2024.10498399" target="_blank" rel="noreferrer noopener">https://doi.org/10.23919/INDIACom61295.2024.10498399</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85191695656&amp;doi=10.23919%2FINDIACom61295.2024.10498399&amp;partnerID=40&amp;md5=75aa15129b743699d94569b991947f29" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85191695656&amp;doi=10.23919%2fINDIACom61295.2024.10498399&amp;partnerID=40&amp;md5=75aa15129b743699d94569b991947f29</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-938054451-9 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 Chhettri D., Christ (Deemed to Be University), Bangalore, India; George F.J., Christ (Deemed to Be University), Bangalore, India; Nair A.M., Christ (Deemed to Be University), Bangalore, India; Alapatt B.P., Christ (Deemed to Be University), Bangalore, India