A data-driven approach for intrusion and anomaly detection using automated machine learning for the Internet of Things
Author:
Publisher
Springer Science and Business Media LLC
Subject
Geometry and Topology,Theoretical Computer Science,Software
Link
https://link.springer.com/content/pdf/10.1007/s00500-023-09037-4.pdf
Reference60 articles.
1. Abdoh SF, Abo Rizka M, Maghraby FA (2018) Cervical cancer diagnosis using random forest classifier with SMOTE and feature reduction techniques. IEEE Access 6:59475–59485. https://doi.org/10.1109/ACCESS.2018.2874063
2. Akashdeep S, Manzoor I, Kumar N (2017) A feature reduced intrusion detection system using ANN classifier. Expert Syst Appl 88:249–257. https://doi.org/10.1016/J.ESWA.2017.07.005
3. Albulayhi K, Smadi AA, Sheldon FT, Abercrombie RK (2021) IoT intrusion detection taxonomy, reference architecture, and analyses. Sensors 21(19):6432. https://doi.org/10.3390/S21196432
4. Alrawashdeh K, Purdy C (2016) Toward an online anomaly intrusion detection system based on deep learning. In: 15th IEEE International conference on machine learning and applications (ICMLA), pp 195–200. https://doi.org/10.1109/ICMLA.2016.0040
5. Al-Yaseen WL, Othman ZA, Nazri MZA (2017) Multi-level hybrid support vector machine and extreme learning machine based on modified K-means for intrusion detection system. Expert Syst Appl 67:296–303. https://doi.org/10.1016/J.ESWA.2016.09.041
Cited by 105 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. Harnessing federated learning for anomaly detection in supercomputer nodes;Future Generation Computer Systems;2024-12
2. IOT device type identification using magnetized Hopfield neural network with tuna swarm optimization algorithm;Swarm and Evolutionary Computation;2024-12
3. AI for AI-based intrusion detection as a service: Reinforcement learning to configure models, tasks, and capacities;Journal of Network and Computer Applications;2024-09
4. Improving Volatility Forecasting: A Study through Hybrid Deep Learning Methods with WGAN;Journal of Risk and Financial Management;2024-08-23
5. Optimized Bayesian regularization-back propagation neural network using data-driven intrusion detection system in Internet of Things;Smart Science;2024-08-12
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