智能终端浏览器用户行为安全监测方法研究

Research on browser user behavior security monitoring method based on intelligent terminal

针对浏览器无法准确获取用户行为数据,导致安全监测关联率较低和时间较长的问题,提出智能终端浏览器用户行为安全监测方法。依据浏览器用户行为安全监测需求,设计并应用智能终端,采用XAnon监控工具对获取的浏览器用户行为信息进行净化处理,计算用户行为信息之间的相似度,对用户行为信息进行聚类整合。利用PageRank算法,评估与安全分析关联行为并进行静态监测,判断用户行为安全风险,实现浏览器用户行为安全监测。实验结果表明,在不同网速条件下,提出方法的安全监测关联率较高,能够有效缩短安全监测时间。

Due to the problem that the browser can not accurately obtain the user behavior data,which leads to the low correlation rate and short time of security monitoring,this paper proposes a security monitoring method for the user behavior of intelligent terminal browser.According to the needs of browser user behavior security monitoring,the intelligent terminal is designed and applied.The XAnon monitoring tool is used to purify the browser user behavior information,calculate the similarity between user behavior information,and cluster the user behavior information.The PageRank algorithm is used to evaluate the behavior associated with the security analysis and carry out static monitoring,judge the security risk of user behavior,and realize the security monitoring of browser user behavior.The experiment results show that under different network speeds,the proposed method has a high security monitoring correlation rate and can effectively shorten the security monitoring time.