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 Malicious Traffic Classification in WSN using Deep Learning Approaches Subject The topic of the resource data routing; deep learning; LSTM; malicious transmission; neural network; Traffic data; transmission; WSN Description An account of the resource Classifying malicious traffic in Wireless Sensor Networks (WSNs) is crucial for maintaining the network's security and dependability. Traditional security techniques are challenging to deploy in WSNs because they comprise tiny, resourceconstrained components with limited processing and energy capabilities. On the other hand, machine learning-based techniques, such as Deep Learning (DL) models like LSTMs, may be used to detect and categorize fraudulent traffic accurately. The classification of malicious traffic in WSNs is crucial because of security. To protect the network's integrity, data, and performance and ensure the system functions properly and securely for its intended use, hostile traffic categorization in WSNs is essential. Classifying malicious communication in a WSN using a Long Short-Term Memory (LSTM) is efficient. WSNs are susceptible to several security risks, such as malicious nodes or traffic that can impair network performance or endanger data integrity. In sequential data processing, LSTM is a Recurrent Neural Network (RNN) appropriate for identifying patterns in network traffic data. 2023 IEEE. Creator An entity primarily responsible for making the resource Gupta C.L.P.; Rajassekharan D.; Sharma D.K.; Elangovan M.; Myilsamy V.; Upreti K. Source A related resource from which the described resource is derived 2023 International Conference on Communication, Security and Artificial Intelligence, ICCSAI 2023, pp. 426-431. 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 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICCSAI59793.2023.10421081" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICCSAI59793.2023.10421081</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85186676858&amp;doi=10.1109%2FICCSAI59793.2023.10421081&amp;partnerID=40&amp;md5=762c6b100dc43ac75453621713f8bba6" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85186676858&amp;doi=10.1109%2fICCSAI59793.2023.10421081&amp;partnerID=40&amp;md5=762c6b100dc43ac75453621713f8bba6</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835036996-0 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 Gupta C.L.P., Bansal Institute of Engineering and Technology, Dept. of Computer Science and Engineering, Lucknow, India; Rajassekharan D., Peninsula College, Faculty of Computer Science, Peninsula, Malaysia; Sharma D.K., Jaypee University of Engineering and Technology, Department of Mathematics, Madhya Pradesh, Guna, 473226, India; Elangovan M., K. S. Rangasamy College of Technology, Department of Artificial Intelligence and Data Science, Tamil Nadu, Tiruchengode, 637215, India; Myilsamy V., V.S.B College of Engineering Technical Campus, Department of Electrical and Electronics Engineering, Tamil Nadu, Coimbatore, 642109, India; Upreti K., CHRIST(Deemed to Be University), Department of Computer Science, Delhi-NCR, Ghaziabad, India