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 AI and Machine Learning Enabled Software Defined Networks Subject The topic of the resource Artificial intelligence; Distributed denial of service and software-defined networking; Machine learning Description An account of the resource The telecommunications industry has not been exempt from the technology sectors massive artificial intelligence (AI) and machine learning (ML) boom in recent years. Artificial intelligence (AI) and machine learning (ML) provide advanced analytics and automation that are in line with modern networking concepts like software-defined networking (SDN) and software-defined wide-area networks (SD-WAN). Work is being done to determine how AI/ML can benefit SD-WAN and to demonstrate these benefits in a real SD-WAN network using a workable example. Modern ML techniques and algorithms are the extent of AI/ML. Todays Internet is under constant threat from DDoS (Distributed Denial of Service) attacks. As the volume of Internet traffic grows, its getting harder and harder to tell whats legitimate and whats malicious. The DDoS attack was detected using a machine learning approach that makes use of a Random Forest classifier. To better detect DDoS attacks, we tweak the Random Forest algorithm. The proposed machine learning approach outperforms, as demonstrated by our results. 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Satheesh K.K.S.V.A.; Janani M.; Venkateswarlu S.C.; Kumar R.G.; Gupta A.; Kotaiah B. Source A related resource from which the described resource is derived Lecture Notes in Networks and Systems, Vol-446, pp. 131-144. 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 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-19-1559-8_14" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-19-1559-8_14</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135029294&amp;doi=10.1007%2F978-981-19-1559-8_14&amp;partnerID=40&amp;md5=1e7b4d33e4a808fbb3e51eb3d93f5fb9" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135029294&amp;doi=10.1007%2f978-981-19-1559-8_14&amp;partnerID=40&amp;md5=1e7b4d33e4a808fbb3e51eb3d93f5fb9</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 23673370; ISBN: 978-981191558-1 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 Satheesh K.K.S.V.A., School of Computer Science and Artificial Intelligence, SR University, Hanuma Konda, Warangal, India; Janani M., IT Department, St. Josephs College of Engineering, Hyderabad, India; Venkateswarlu S.C., Electronics and Communication Engineering, Institute of Aeronautical Engineering, Telangana, Dundigal, Hyderabad, India; Kumar R.G., Department of Computer Science and Engineering, School of Engineering and Technology, CHRIST (Deemed to Be University), Kengeri Campus, Bangalore, India; Gupta A., Amity Business School, Amity University, Uttar Pradesh, Greater Noida, India; Kotaiah B., Department of CS and IT, Maulana Azad National Urdu Central University, Telangana, Gachibowli, Hyderabad, India