Secure Internet on Google Chrome: Client side anti-tabnabbing extension

Electronic transactions rank the top on our daily transactions. Internet became invaluable for government, business, and personal use. This occurred in synchronization with the great increase in online attacks, particularly the development of newest forms from known attacks such as Tabnabbing. Thus, users' confidentiality and personal information must be protected using information security. Tabnabbing is a new form of phishing. The attacker needs nothing to steal credentials except users' preoccupation with other work and exploitation of human memory weakness. The impact of this malicious attempt begins with identity theft and ends with financial loss. That has encouraged some security specialists and researchers to tackle tabnabbing attack, but their studies are still in their infancy and not sufficient. The work done here focuses on developing an effective anti-tabnabbing extension for the Google Chrome browser to protect Internet users from been victims as well as raise their awareness. The system developed has a novel significance due to its effectiveness in detecting a tabnabbing attack and the combination of two famous approaches used to combat online attacks. The success of the system was examined by performance measurements such as confusion matrix and ROC. The system produces promising results.