A Hybrid Approach for Malicious URL Detection Using Ensemble Models and Adaptive Synthetic Sampling

A hybrid approach combining ensemble models with adaptive synthetic sampling for malicious URL detection. The method improves detection accuracy and handles class imbalance effectively in cybersecurity applications.