🛡️ PHISHGUARD AI — RESEARCH DEMO

Detect Phishing
URLs Instantly

ML-based detection using lexical & structural URL features. Random Forest — 99.9% accuracy on 100K+ URLs.

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Try: google.com ✅ IP login ⚠️ paypa1 ⚠️ github ✅
ANALYZING URL FEATURES...

0% CONF
—
URL LENGTH
—
TOKENS
—
ENTROPY
// EXTRACTED FEATURES (16 LEXICAL + STRUCTURAL)
// RISK INDICATORS
Random Forest · 99.9% Acc · 100K URLs
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Published Research — RGMCET, Andhra Pradesh

Based on "Machine Learning-Based Phishing URL Detection Using Lexical and Structural Features" by Kanduri Phaneendra et al. 99.9% accuracy · Random Forest · 100,000+ URLs.