A study on the crawler-based security model for improving modulation monitoring of websites

Abstract

The main purpose of this study is to propose a security control system model, which enables to strictly monitor the web for security and detect the damages caused by malicious code when using random devices for transits and disposals. This model is significantly different in comparison to other existing monitoring systems. It connects the crawler not just to the main-URL but further extends its connection to the sub-URL, enabling it to sequentially detect vicious links and the status of the website. Moreover, the model includes an algorithm that enables the detection of malicious code in an internetdownloaded file through analyzing its behavioral patterns. To validate this model, this study has developed and implemented the core algorithm to a prototype, conducting various experiments. As a result, the new module which anticipated in this study was considered as a representative factor to monitor and detect the malfunctions of the website. Furthermore, the website’s security could be effectively identified utilizing the proposed modules. © 2018 SERSC Australia.