Journal of Changshu Institute of Technology2025，Vol.39Issue(2)：107-114,8.
面向XSS攻击的Web程序入侵识别的数学建模
Mathematical Modeling of Web Program Intrusion Recognition for XSS Attacks
摘要
Abstract
Cross site scripting(XSS)attacks steal user data or perform other malicious operations by injecting malicious scripts into the target website.In order to ensure the security of web programs,a mathematical modeling method for intrusion recognition of web programs targeting XSS attacks is proposed.The XSS intrusion attack behavior set within the web program is obtained as input,and a mathematical model for web program intrusion recognition is established.The principal components of the XSS intrusion attack behavior set are extracted by using principal component analysis,and the principal component features of the XSS intrusion attack behavior are obtained by using spatial feature learning module.After the feature is input into the feature enhancement module for enhancement,feature learning is performed by using long short-term memory network.And the recognition results of XSS intrusion attacks in web programs are output through the Softmax classification recognition module.The experiment shows that this method can effectively detect different types of XSS intrusion attacks in web programs,the time complexity of identifying XSS intrusion attacks is low,and the application effect is significant.关键词
XSS攻击/Web程序/入侵识别/数学建模/行为集函数Key words
XSS attack/web program/intrusion identification/mathematical modeling/behavior set function分类
信息技术与安全科学引用本文复制引用
白黎..面向XSS攻击的Web程序入侵识别的数学建模[J].Journal of Changshu Institute of Technology,2025,39(2):107-114,8.基金项目
阜阳幼儿师范高等专科学校2021年度校级科研项目重点项目"基于数学建模下的家庭经济困难认定指标量化分析——以阜阳幼儿师范高等专科学校为例"(ZK20210001) （ZK20210001）
