Catch Phishing is a Chrome extension designed to enhance online security by analyzing URLs for phishing threats in real-time. Utilizing a machine learning model based on XGBoost, this tool assesses the likelihood of a website being a phishing site, allowing users to browse the internet with greater confidence. The extension presents users with immediate feedback regarding the phishing probability and detailed analysis results, enabling informed decisions while navigating the web.

This free add-on falls under the Browsers category and provides essential insights into web safety. Catch Phishing is particularly useful for those who frequently encounter unfamiliar websites and want to ensure a secure browsing experience. By integrating this tool into their Chrome browser, users can actively protect themselves against potential online scams and fraud.