ERGA-Phish: Optimized Ensemble Learning Framework with Ridge Regression and Genetic Algorithm for Improved Phishing URL Detection
Phishing remains a persistent cybersecurity threat that exploits deceptive web links to compromise users and organizations. Although machine learning and deep learning techniques have demonstrated strong phishing detection capabilities, challenges related to class imbalance, feature redundancy, generalization, and mode...