BGL-PhishNet: Phishing Website Detection Using Hybrid Model-BERT, GNN, and LightGBM

Phishing attacks exploit human and technological vulnerabilities to steal sensitive information, posing a significant threat to online security. To address this challenge, this research introduces a new hybrid method for phishing detection using three advanced techniques: BERT for analyzing texts, G...

Full description

Bibliographic Details

Published in:	IEEE Access
Main Authors:	S. Remya, Manu J. Pillai, B. S. Aparna, Somula Rama Subbareddy, Yong Yun Cho
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Phishing URL detection residual pipelining cybersecurity classification agriculture
Online Access:	https://ieeexplore.ieee.org/document/10926196/