crossrefApplied Sciences2025-09-15Cited by 10
Malicious URL Detection with Advanced Machine Learning and Optimization-Supported Deep Learning Models
This study presents a comprehensive comparative analysis of machine learning, deep learning, and optimization-based hybrid methods for malicious URL detection on the Malicious Phish dataset. For feature selection and model hyperparameter tuning, the Genetic Algorithm (GA), Partic…