|国家预印本平台
首页|主成分分析法的网页篡改检测

主成分分析法的网页篡改检测

Webpage tamper detection based on principal component analysis

中文摘要英文摘要

通过介绍网页在生活和应用中的重要性,说明网页篡改的主要方法以及特点。由于网页属性选取的规范化程度不高,规则不清晰,检测工作量很大,因此提出对网页属性进行分类,对不同分类的属性采取适应性针对性规则处理方法,在保证效率的基础上实现降维处理,以减轻检测压力。还提出利用主成分分析法对网页属性进行分类和规范化,并基于此提出指导性的实现网页防篡改检测系统规则。

his paper introduces the importance of webpages and their applications in people’s life, as well as the main ways of tampering webpages and their characteristics. Given the low level of webpage properties selection standardization, unclear rules and heavy workload of detection, we propose to classify the webpage properties. By dealing with different categories of properties in adaptive and targeted ways, we can reduce the dimension to alleviate the pressure of detection while ensuring efficiency. For this purpose, we use principal component analysis to classify and standardize the webpage properties, and then introduce the guidance rules for achieving the page tamper detection system.

李华、王小雨、刘铁钢、阮宏玮

计算技术、计算机技术

网页篡改主成分分析属性分类文本检测

webpage tamperprincipal component analysisattribute classificationtext detection

李华,王小雨,刘铁钢,阮宏玮.主成分分析法的网页篡改检测[EB/OL].(2012-08-15)[2025-08-18].http://www.paper.edu.cn/releasepaper/content/201208-111.点此复制

评论