发布求助
文献互助 智能选刊 最新文献

2023 IEEE 17th International Symposium on Medical Information and Communication Technology (ISMICT)最新文献

筛选
英文 中文
A Distributed Cybersecurity Solution in an IoMT Network Using a Multi-target Federated Learning 基于多目标联邦学习的IoMT网络分布式网络安全解决方案
2023 IEEE 17th International Symposium on Medical Information and Communication Technology (ISMICT) Pub Date : 2023-05-10 DOI: 10.1109/ISMICT58261.2023.10152107
Zie Eya Ekolle, Ryuji Kohno, H. Ochiai
{"title":"A Distributed Cybersecurity Solution in an IoMT Network Using a Multi-target Federated Learning","authors":"Zie Eya Ekolle, Ryuji Kohno, H. Ochiai","doi":"10.1109/ISMICT58261.2023.10152107","DOIUrl":"https://doi.org/10.1109/ISMICT58261.2023.10152107","url":null,"abstract":"Most cybersecurity solutions are based on building a single logical entity to tackle one or multiple cyber threats. Such solutions have proven effective but can be less advantageous in a situation where cyber threats are so many, such that building a detection mechanism will imply writing a lot of logical expressions. Such solutions can be less effective on a specific threat and resource exhaustive on multiple threats. This can be risky to implement in delicate environments such as the medical IoT environment, where an optimal threat detection precision is required. In this paper, we introduce a distributed cybersecurity solution where the logical entities (agents) are distributed in federation along a threat profile, and their individual security operations are merged to produce a globalized security solution over a larger threat profile. We did experiment on this proposed solution and compare the results with those of conventional cybersecurity solution.","PeriodicalId":332729,"journal":{"name":"2023 IEEE 17th International Symposium on Medical Information and Communication Technology (ISMICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129756383","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
首页 上一页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：481959085
Book学术官方微信