A stacking model using URL and HTML features for phishing webpage detection
A stacking model using URL and HTML features for phishing webpage detection
Yukun Li,Zhenguo Yang,2 Authors,Wenyin Liu
2019 · DOI: 10.1016/J.FUTURE.2018.11.004
Future generations computer systems · 197 Citations
TLDR
A stacking model by combining GBDT, XGBoost and LightGBM in multiple layers is devised, which enables different models to be complementary, thus improving the performance on phishing webpage detection.