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NETWORK RISK MONITORING METHOD AND APPARATUS, COMPUTER DEVICE AND STORAGE MEDIUM

机译:网络风险监测方法和装置,计算机设备和存储介质

摘要

Disclosed in the present application are a network risk monitoring method and apparatus, a computer device and a storage medium. The method comprises: monitoring network accesses in real time to generate access logs; identifying the types of the access logs according to item information in the access logs; performing risk ranking on a first type of access logs by using a Bayesian classification algorithm in combination with a preset label classification rule; categorizing log items in a second type of access logs by means of a KMeans clustering algorithm, and performing risk ranking on the second type of access logs according to the categorization result of the log items to obtain a risk level of the network accesses corresponding to the access logs; and issuing corresponding alarm prompt information according to the obtained risk level.
机译:本申请公开了一种网络风险监测方法和装置,计算机设备和存储介质。该方法包括:实时监控网络访问以生成访问日志;根据访问日志中的项目信息,确定访问日志的类型;通过贝叶斯分类算法结合预设标签分类规则对第一类访问日志进行风险排序;通过KMeans聚类算法对第二类型的访问日志中的日志项进行分类,并根据日志项的分类结果对第二类型的访问日志进行风险排名,以获取与该访问类型对应的网络访问的风险等级。访问日志;根据获取的风险等级发布相应的告警提示信息。

著录项

  • 公开/公告号WO2020000763A1

    专利类型

  • 公开/公告日2020-01-02

    原文格式PDF

  • 申请/专利权人 PING AN TECHNOLOGY (SHENZHEN) CO. LTD.;

    申请/专利号WO2018CN109488

  • 发明设计人 LI YANG;

    申请日2018-10-09

  • 分类号H04L29/06;

  • 国家 WO

  • 入库时间 2022-08-21 11:14:05

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