SafeClick - Fake Website Detector

Detects phishing and suspicious websites using ML backend.

SafeClick provides an essential layer of security to your browsing experience by detecting and warning you about phishing, scams, and malicious websites in real-time. In today's digital world, new threats appear every minute. SafeClick acts as your personal security expert, leveraging a sophisticated machine learning model to analyze the safety of every URL you visit. Before a malicious page can load, SafeClick assesses its risk and provides you with a clear, instant warning if danger is detected. 🔶 KEY FEATURES: 🔸 Real-Time AI-Powered Analysis: Every link is automatically sent to our secure backend and analyzed by our AI model to identify suspicious patterns and characteristics that are invisible to the naked eye. 🔸 Clear, Color-Coded Alerts: The extension icon changes color to give you an immediate, at-a-glance understanding of a site's safety level: 🟩 Green: Safe and trusted. 🟨 Yellow: Suspicious; proceed with caution. 🟥 Red: High risk; likely a phishing or malicious site. 🔸Detailed Risk Score: For a deeper understanding, click the extension icon to view a numerical risk score and a breakdown of the factors that contributed to the analysis. 🔸 Domain Age Analysis: Get insight into a website's credibility. SafeClick displays the age of the domain, as newer domains are often associated with temporary scam sites. 🔸 Full User Control (Whitelist & Blacklist): You are in command. If you trust a site that SafeClick flags, you can add it to your personal Whitelist to always mark it as safe. If you discover a new threat, add it to your Blacklist to ensure you are always protected. 🔶 OUR COMMITMENT TO YOUR PRIVACY: Your privacy is paramount. SafeClick is designed with a privacy-first approach. 🔸 We only collect the URL of the page you are currently visiting for security analysis. 🔸 This data is sent securely via HTTPS to our server and is used ONLY for calculating a risk score. 🔸 We do NOT collect your browsing history, IP address, or any other personally identifiable information. 🔸 Your data is never shared with or sold to third parties. For more details, please review our full Privacy Policy. 🔶 ABOUT THIS PROJECT: SafeClick was developed as a semester project for the Information Security course at COMSATS University by Sarmad, Ikram Ullah Khan, Nazim Fareed, and Mazhar Latif.