基于语音识别技术的通信网络安全监测方法设计
Design of Communication Network Security Monitoring Method Based on Speech Recognition Technology
徐焕1
作者信息
- 1. 中国电信股份有限公司宿迁分公司,江苏 宿迁 223600
- 折叠
摘要
为应对通信网络安全威胁,提出一种基于语音识别技术的监测方法.该方法通过预处理语音信号、提取特征、识别语音内容及语义分析,实现了对网络安全威胁的实时监测.实验结果表明,该方法在异常检测准确率、误报率、漏报率以及响应时间等方面均优于传统流量分析方法.
Abstract
In order to deal with the security threat of communication network,a monitoring method based on speech recognition technology is proposed.This method realizes real-time monitoring of network security threats by preprocessing voice signals,extracting features,identifying voice content and semantic analysis.The experimental results show that this method is superior to traditional traffic analysis methods in anomaly detection accuracy,false alarm rate,false alarm rate and response time.
关键词
语音识别/通信网络安全/异常检测Key words
speech recognition/communication network security/anomaly detection引用本文复制引用
出版年
2024
NETL
NSTL
万方数据