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 A Novel Ensemble based Model for Intrusion Detection System Subject The topic of the resource accuracy; Intrusion Detection System; Network security; Random Forest algorithm Description An account of the resource In the present interconnected world, the increasing reliance on computer networks has made them susceptible to multiple security threats and intrusions. Intrusion Detection Systems (IDS) is essential for shielding these networks by detecting and mitigating potential threats in real-time. This research paper presents an in-depth study of employing the Random Forest algorithm for building an effective intrusion detection System. The proposed IDS uses the power of the Random Forest algorithm, a popular ensemble learning technique, to detect various types of intrusions in network traffic effectively. The algorithm integrates more than one decision trees to produce a robust and accurate classifier, capable of handling large-scale and complex datasets typical of network traffic. The proposed system can be used in various industries and sectors to protect critical assets, ensuring the uninterrupted operation of computer networks. Evolving cyber threats have encouraged further research into ensemble analytics methods to increase the resilience of Intrusion Detection Systems in an ever-changing threat landscape. 2024 IEEE. Creator An entity primarily responsible for making the resource Bhattacharya N.; Subudhi A.; Mishra S.; Sharma V.; Aderemi A.P.; Iwendi C. Source A related resource from which the described resource is derived Proceedings - International Conference on Computing, Power, and Communication Technologies, IC2PCT 2024, pp. 620-624. 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/IC2PCT60090.2024.10486584" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/IC2PCT60090.2024.10486584</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85191163463&amp;doi=10.1109%2FIC2PCT60090.2024.10486584&amp;partnerID=40&amp;md5=7d3812cec85742684deecb43f57c261b" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85191163463&amp;doi=10.1109%2fIC2PCT60090.2024.10486584&amp;partnerID=40&amp;md5=7d3812cec85742684deecb43f57c261b</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835038352-2 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 Bhattacharya N., Kalinga Institute of Industrial Technology, Deemed to Be University, India; Subudhi A., Kalinga Institute of Industrial Technology, Deemed to Be University, India; Mishra S., Kalinga Institute of Industrial Technology, Deemed to Be University, India; Sharma V., Christ (Deemed to Be University), Delhi NCR, India; Aderemi A.P., University of Bolton, School of Creative Technologies, United Kingdom; Iwendi C., Christ (Deemed to Be University), Delhi NCR, India