PhishGuard

Classifies the current site as Trusted / Suspicious / Malicious using quick checks (and later ML).

PhishGuard is a high-performance, real-time security extension designed to catch the malicious websites that traditional antivirus software misses. Hackers get smarter every day, constantly creating new, stealthy "zero-day" phishing sites designed to steal your passwords and identity. PhishGuard fights back using an advanced, cloud-hosted Machine Learning model. Every time you visit a new webpage, PhishGuard instantly analyzes the URL against 18 distinct threat heuristics—such as suspicious keywords, punycode deception, missing HTTPS, and domain entropy. If a site attempts to mimic a trusted login portal or exhibits dangerous characteristics, PhishGuard immediately injects a high-visibility warning screen into your browser, giving you the chance to back away safely. Features: • 🧠 Cloud-Powered Machine Learning: Analyzes URLs in milliseconds without slowing down your computer. • 🛡️ Zero-Day Protection: Detects brand-new phishing sites by their structural DNA, not just by comparing them to known blacklists. • ⚡ Blazing Fast: Edge-deployed threat detection ensures warnings appear before malicious scripts can execute. • 🤝 Crowdsourced Intelligence: Found a threat? Report it instantly through the extension to improve the model for everyone. • 🟢 Trusted Whitelisting: Easily curate your own list of 100% safe domains. Take control of your browsing safety. Install PhishGuard today.