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