Static demo — the Random Forest trained by app.py, exported and running fully in your browser (no server). Local explanations use feature importance × value; run the full app locally for SHAP.

Phishing Detection Website

Intelligent protection.

Real‑time machine learning analysis for URL safety.

Analyze URL

Extracted Features

Raw Model Input

Explainable AI

Top global features (RF)

This prediction: contributions

Metric Breakdown

Comparative Scores

Model	Metric	Score

Model Rationale

—