Merve Yıldırım

Adversarial Robustness in URL-Based Phishing Detection: Problem-Space Evaluation and Robust Feature Engineering

A set of robust features that capture stable domain characteristics, including lexical word validity, homoglyph disguises, brand impersonation, subdomain depth, character entropy, and transport-related signals are proposed, which substantially improves robustness under adversarial conditions.