On IoT intrusion detection based on data augmentation for enhancing learning on unbalanced samples
Author:
Funder
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
Computer Networks and Communications,Hardware and Architecture,Software
Reference55 articles.
1. Machine learning in IoT security: Current solutions and future challenges;Hussain;IEEE Commun. Surv. Tutor.,2020
2. Deep learning methods in network intrusion detection: A survey and an objective comparison;Gamage;J. Netw. Comput. Appl.,2020
3. Network intrusion detection system: A systematic study of machine learning and deep learning approaches;Ahmad;T Emerg. Telecommun. T,2020
4. Anomaly-based network intrusion detection: Techniques, systems and challenges;García-Teodoro;Comput. Secur.,2009
5. Current research on internet of things (IoT) security: A survey;Noor;Comput. Netw.,2019
Cited by 32 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. Enhancing network intrusion detection performance using generative adversarial networks;Computers & Security;2024-10
2. Recent endeavors in machine learning-powered intrusion detection systems for the Internet of Things;Journal of Network and Computer Applications;2024-09
3. Analyzing anonymous activities using Interrupt-aware Anonymous User-System Detection Method (IAU-S-DM) in IoT;Scientific Reports;2024-08-05
4. Attack detection model for BCoT based on contrastive variational autoencoder and metric learning;Journal of Cloud Computing;2024-08-02
5. Imbalanced rock burst assessment using variational autoencoder-enhanced gradient boosting algorithms and explainability;Underground Space;2024-08
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