摘要
为提高网络信息的安全性,在人工智能技术的支持下,从硬件和软件两个方面,设计了基于人工智能技术的网络安全防护系统设计。根据信息网络基础层的基本特征,搭建具有防护基础的系统硬件平台,针对网络的中间层与应用层,设计系统总体的防护功能结构,采用BP神经网络计算,实现对网络异常信息的识别与提取,发出警报提醒;设计基于人工智能技术的安全防御措施,完成网络安全防护系统的设计。实验结果表明:试验组系统被四种攻击类型(植入木马、窃取账户、网页攻击、数据窃听)成功入侵的数量比对照组分别低9条、12条、12条、7条,表明设计系统对网络入侵的防御性更高,可以有效提高信息网络的安全性与可靠性。
In order to improve the security of network information,with the support of artificial intelligence technology,a network security protection system based on artificial intelligence technology is designed from two aspects of hardware and software.According to the basic characteristics of the information network foundation layer,build a system hardware platform with protection foundation,design the overall protection function structure of the system for the middle layer and application layer of the network,and use BP neural network calculation to realize the identification and extraction of network abnormal information and send out alarm reminders;Design security defense measures based on artificial intelligence technology,and complete the design of network security protection system.The experimental results show that the number of successful intrusions of the system in the experimental group by four types of attacks(Trojan horse implantation,account theft,web page attack,data eavesdropping)is 9,12,12 and 7 lower than that in the control group respectively,indicating that the designed system is more defensive against network intrusion,which can effectively improve the security and reliability of the information network.
出处
《现代传输》
2022年第4期64-67,共4页
Modern Transmission
关键词
人工智能
人工智能技术
网络安全
防护系统
安全防护
系统设计
Artificial intelligence
Artificial intelligence technology
Network security
Protective system
Safety protection
System design
