入侵检测-一种机器学习方法

Series in Electrical and Computer Engineering Pub Date : 2011-01-03 DOI:10.1142/p666

Zhenwei Yu, J. Tsai

{"title":"入侵检测-一种机器学习方法","authors":"Zhenwei Yu, J. Tsai","doi":"10.1142/p666","DOIUrl":null,"url":null,"abstract":"This important book introduces the concept of intrusion detection, discusses various approaches for intrusion detection systems (IDS), and presents the architecture and implementation of IDS. It emphasizes on the prediction and learning algorithms for intrusion detection and highlights techniques for intrusion detection of wired computer networks and wireless sensor networks. The performance comparison of various IDS via simulation will also be included.","PeriodicalId":192845,"journal":{"name":"Series in Electrical and Computer Engineering","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"24","resultStr":"{\"title\":\"Intrusion Detection - A Machine Learning Approach\",\"authors\":\"Zhenwei Yu, J. Tsai\",\"doi\":\"10.1142/p666\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This important book introduces the concept of intrusion detection, discusses various approaches for intrusion detection systems (IDS), and presents the architecture and implementation of IDS. It emphasizes on the prediction and learning algorithms for intrusion detection and highlights techniques for intrusion detection of wired computer networks and wireless sensor networks. The performance comparison of various IDS via simulation will also be included.\",\"PeriodicalId\":192845,\"journal\":{\"name\":\"Series in Electrical and Computer Engineering\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-01-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"24\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Series in Electrical and Computer Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1142/p666\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Series in Electrical and Computer Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1142/p666","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 24

摘要

这本重要的书介绍了入侵检测的概念，讨论了入侵检测系统(IDS)的各种方法，并介绍了入侵检测系统的体系结构和实现。重点介绍了入侵检测的预测和学习算法，重点介绍了有线计算机网络和无线传感器网络的入侵检测技术。还将通过仿真对各种IDS进行性能比较。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Intrusion Detection - A Machine Learning Approach

This important book introduces the concept of intrusion detection, discusses various approaches for intrusion detection systems (IDS), and presents the architecture and implementation of IDS. It emphasizes on the prediction and learning algorithms for intrusion detection and highlights techniques for intrusion detection of wired computer networks and wireless sensor networks. The performance comparison of various IDS via simulation will also be included.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Series in Electrical and Computer Engineering

自引率

0.00%

发文量