Abstract: XSS is a major threat to the Web security. After analyzed crawling process of Web crawler, a Web crawler architecture is proposed and the XSS vulnerability of crawling Web resources is analyzed according to the feature set. The results of experimental under the Java and Python environment show that the crawler architecture can crawl to the small aspects of the Web page, and can be effectively identified by using feature extraction.