WEB SHIELD: Shielding your Browsing Experience using Decision Tree

Phishing web sites aim to steal the victims' private information by tricking them into visiting a fraudulent website that looks real. This is a different kind of online crime and is particularly concerning for a number of industries, such as retailing and e-managing accounts. Getting hold of supersensitive information, such bank account information and passwords, is the ultimate aim. Spoof messages are used by malicious URLs to appear genuine. resources include monetary foundations, online shopping sites, presents, discounts, and more. Phishing attacks can happen in a wide range of domains, including but not limited to online payment, financial institutions, web mail, file hosting, and cloud storage. Detecting malicious URLs with high accuracy is the aim of the proposed system. Decision tree algorithms are utilised in the suggested approach to identify phishing websites. Lastly, we assessed and contrasted the classifier's accuracy performance.