Real-time Phishing Detection System using Machine Learning

This paper addresses the pressing need for a robust defense mechanism against phishing attacks by introducing an innovative and proactive solution. Our mission is to safeguard users from malicious phishing attempts through an automated system that activates seamlessly when users interact with hyperlinks. Unlike traditional methods, this application transcends platform boundaries, offering comprehensive protection across diverse mobile applications such as WhatsApp, Facebook Messenger, and Instagram. The system's independence from user initiation ensures an added layer of defense, mitigating the risk of falling victim to phishing attacks.