基于机器学习的计算机大数据安全技术平台构建

Zhangrong Liu
{"title":"基于机器学习的计算机大数据安全技术平台构建","authors":"Zhangrong Liu","doi":"10.1109/ICISCAE52414.2021.9590732","DOIUrl":null,"url":null,"abstract":"With the wide popularization of the Internet, advanced technologies such as AI (artificial intelligence) and mega data have also been produced and widely used, effectively promoting the development and progress of related industries. In the era of mega data, people can get valuable information through data mining and analysis. The core goal of building a computer mega data security technology platform under AI environment is to build a corresponding computer mega data security technology platform through AI, so as to realize the protection of user data information. On the basis of simulating human behavior, ML (machine learning) technology enables computers to acquire more new skills and knowledge so as to complete the continuous optimization of organizational structure. This paper introduces the key technologies of network security and expounds the application of ML technology in the field of network security, then analyzes the solutions of ML in network security under the background of mega data, and finally looks forward to the development trend of ML in network security research.","PeriodicalId":121049,"journal":{"name":"2021 IEEE 4th International Conference on Information Systems and Computer Aided Education (ICISCAE)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Construction of Computer Mega Data Security Technology Platform Based on Machine Learning\",\"authors\":\"Zhangrong Liu\",\"doi\":\"10.1109/ICISCAE52414.2021.9590732\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the wide popularization of the Internet, advanced technologies such as AI (artificial intelligence) and mega data have also been produced and widely used, effectively promoting the development and progress of related industries. In the era of mega data, people can get valuable information through data mining and analysis. The core goal of building a computer mega data security technology platform under AI environment is to build a corresponding computer mega data security technology platform through AI, so as to realize the protection of user data information. On the basis of simulating human behavior, ML (machine learning) technology enables computers to acquire more new skills and knowledge so as to complete the continuous optimization of organizational structure. This paper introduces the key technologies of network security and expounds the application of ML technology in the field of network security, then analyzes the solutions of ML in network security under the background of mega data, and finally looks forward to the development trend of ML in network security research.\",\"PeriodicalId\":121049,\"journal\":{\"name\":\"2021 IEEE 4th International Conference on Information Systems and Computer Aided Education (ICISCAE)\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-09-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 IEEE 4th International Conference on Information Systems and Computer Aided Education (ICISCAE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICISCAE52414.2021.9590732\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 4th International Conference on Information Systems and Computer Aided Education (ICISCAE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICISCAE52414.2021.9590732","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

随着互联网的广泛普及,人工智能、大数据等先进技术也应运而生并得到广泛应用,有力地推动了相关产业的发展进步。在大数据时代,人们可以通过数据挖掘和分析获得有价值的信息。构建AI环境下的计算机大数据安全技术平台的核心目标是通过AI构建相应的计算机大数据安全技术平台,从而实现对用户数据信息的保护。ML (machine learning)技术在模拟人类行为的基础上,使计算机能够获得更多新的技能和知识,从而完成组织结构的不断优化。本文介绍了网络安全的关键技术,阐述了机器学习技术在网络安全领域的应用,分析了大数据背景下机器学习在网络安全领域的解决方案,最后展望了机器学习在网络安全研究中的发展趋势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Construction of Computer Mega Data Security Technology Platform Based on Machine Learning
With the wide popularization of the Internet, advanced technologies such as AI (artificial intelligence) and mega data have also been produced and widely used, effectively promoting the development and progress of related industries. In the era of mega data, people can get valuable information through data mining and analysis. The core goal of building a computer mega data security technology platform under AI environment is to build a corresponding computer mega data security technology platform through AI, so as to realize the protection of user data information. On the basis of simulating human behavior, ML (machine learning) technology enables computers to acquire more new skills and knowledge so as to complete the continuous optimization of organizational structure. This paper introduces the key technologies of network security and expounds the application of ML technology in the field of network security, then analyzes the solutions of ML in network security under the background of mega data, and finally looks forward to the development trend of ML in network security research.
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
自引率
0.00%
发文量
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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