Script based phishing attack restriction in client side script for secure computing

Abstract

Phishing is an online theft to acquire sensitive information for the malicious purpose. It happens when the phisher masquerading as a trusted entity, cheat the user and insist to open instant messages or emails or text messages. The user may click a fake link and access the fake website which in turn installs malware or acquires the credential information. In recent years, the phisher can trick the users by accessing the client side script. Client side script phishing attack is an important issue. There are a lot of research works available to classify the website as phished or genuine. On the other hand, these areas are really challenging because the researchers need to work with the large number of features and the measures. The increase in the dimension of the features and measures has significant impact on the performance which in turn affects the speed, memory and quality. There are a variety of methodologies which are developed by the researchers to restrict the CSS phishing attack. However, it cannot be guaranteed to detect 100% CSS phishing attack. Therefore, it is always difficult to select the best methodology.In this research work, a script based phishing attack restriction in client side for secure computing is designed with the NetBeans 7.0. This research aims to produce a better accuracy for the script based website classification. The proposed client side script restriction methodologies are implemented in Java programming. The client side script restriction for these methods are done with the different network features and measures.The client side script phishing attack restriction model using a flow based approximation technique has been proposed and it uses fuzzy rule sets. newline