Phishing Detection Ensemble

XGBoost, LightGBM, and CatBoost ensemble with SHAP interpretability for phishing website detection.

An ensemble machine learning system combining XGBoost, LightGBM, and CatBoost for phishing website detection, achieving 93.71% accuracy and 99% phishing recall. Incorporates SHAP-based interpretability for explainable predictions.

Accepted at ICCIT 2025 (IEEE).