Detect and Prevent Phishing based on Hybrid Approach

Abstract

Abstract: Phishing is one of the web threats, A phishing attack is considered successful if the user unknowing submits his personal information to the attacker such these attacks become popular in recent times. Developing countries such as Iraq may have been facing internet threats like phishing. This paper aim to build system based on the proposed algorithm to detect and prevent phishing attacks, the proposed analysis the structure and the HTML source code for URL with depend on the Google and Yahoo search engines in detect operation. The prevent operation based on proposed a method of secret sharing to product two shares, one for the user and other for the server with private keys for them. The experimental results which implemented on 300 URL demonstrated rate the true positive at 99.4% and the false positive rate 0.6% with true negative as 98% and false negative 2% with compare the false results with reports which released from the Google web safe and PhishTank in addition to build non-expanded secure shares in prevent operation with able to reconstruct same quality original image.