Design and Development of RNN Anomaly Detection Model for IoT Networks
Author:
Affiliation:
1. Department of Electrical, Computer and Software Engineering, Ontario Tech University, Oshawa, Canada
Funder
Natural Sciences and Engineering Research Council of Canada
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/6287639/9668973/09777970.pdf?arnumber=9777970
Reference100 articles.
1. Machine Learning Techniques for Classifying Network Anomalies and Intrusions
2. Comparison of Recurrent Neural Network Algorithms for Intrusion Detection Based on Predicting Packet Sequences
3. LION IDS: A meta-heuristics approach to detect DDoS attacks against Software-Defined Networks
4. DeepCoin: A Novel Deep Learning and Blockchain-Based Energy Exchange Framework for Smart Grids
5. System Statistics Learning-Based IoT Security: Feasibility and Suitability
Cited by 93 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Detecting Network Anomalies in NetFlow Traffic with Machine Learning Algorithms;2024 IEEE 49th Conference on Local Computer Networks (LCN);2024-10-08
2. Recent endeavors in machine learning-powered intrusion detection systems for the Internet of Things;Journal of Network and Computer Applications;2024-09
3. Mutation-Based Multivariate Time-Series Anomaly Generation on Latent Space with an Attention-Based Variational Recurrent Neural Network for Robust Anomaly Detection in an Industrial Control System;Applied Sciences;2024-09-01
4. Securing the Internet of Health Things: Embedded Federated Learning-Driven Long Short-Term Memory for Cyberattack Detection;Electronics;2024-08-31
5. A Comprehensive Security Framework for Asymmetrical IoT Network Environments to Monitor and Classify Cyberattack via Machine Learning;Symmetry;2024-08-29
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3