Suppr超能文献

利用物联网与人工智能技术的企业信息安全管理。

Enterprise Information Security Management Using Internet of Things Combined with Artificial Intelligence Technology.

机构信息

School of Management, Harbin University of Commerce, Harbin 150028, Heilongjiang, China.

出版信息

Comput Intell Neurosci. 2022 Jun 14;2022:7138515. doi: 10.1155/2022/7138515. eCollection 2022.

Abstract

This work is conducted to deal with the information security of enterprise management under the background of current global informatization, popularize the modern Internet of Things (IoT) management technology of enterprises, and maintain the information security of enterprises and provide modern upgrading means for enterprise management. In this work, it firstly introduces the application scenarios of current Internet and Artificial Intelligence (AI) technology and expounds the IoT technology. Secondly, the enterprise management platform is designed, the requirements of enterprise modern management are analyzed, and then the design requirements of system functions and the design of the information security architecture of the IoT are proposed. Furthermore, an enterprise information security management platform is designed, which covers four parts: IoT data mining management, equipment management, key management, and database management. In addition, the performance of the security management platform is tested from four parts: concurrency testing, stress testing, large data volume testing, and security testing. The research results show that the IoT-based enterprise information security management platform designed in this work under the background of AI has perfect functions and stable performance of each module. Concurrency testing, stress testing, large data volume testing, and stability testing are performed on it, and the success rate of the platform in each task reaches 100%. The average response time of concurrent testing and stress testing is about 0.13 seconds, and that of the event entry events is 0.25 seconds. The central processing unit (CPU) occupancy rate in each monitoring task is always lower than 20%. Therefore, it is determined that the performance of the IoT-based enterprise information security management platform designed in this work is sufficient to meet the daily management of enterprises. This work can provide a guarantee for enterprise information security management using AI technology, setting an example for future related research.

摘要

这项工作旨在应对当前全球信息化背景下企业管理的信息安全问题,推广企业现代物联网(IoT)管理技术,维护企业信息安全,为企业管理提供现代化升级手段。在这项工作中,首先介绍了当前互联网和人工智能(AI)技术的应用场景,并阐述了物联网技术。其次,设计了企业管理平台,分析了企业现代管理的要求,然后提出了系统功能设计要求和物联网信息安全架构设计。此外,设计了一个企业信息安全管理平台,涵盖物联网数据挖掘管理、设备管理、密钥管理和数据库管理四个部分。此外,还从并发测试、压力测试、大数据量测试和安全测试四个部分测试了安全管理平台的性能。研究结果表明,在 AI 背景下设计的基于物联网的企业信息安全管理平台功能完善,各模块性能稳定。对其进行并发测试、压力测试、大数据量测试和稳定性测试,平台在每个任务中的成功率均达到 100%。并发测试和压力测试的平均响应时间约为 0.13 秒,事件输入事件的平均响应时间约为 0.25 秒。每个监控任务中的中央处理单元(CPU)占用率始终低于 20%。因此,可以确定本工作设计的基于物联网的企业信息安全管理平台的性能足以满足企业日常管理的需要。这项工作可以为使用 AI 技术进行企业信息安全管理提供保障,为未来相关研究树立榜样。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9aae/9213165/daea78a43c67/CIN2022-7138515.001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验