Shawon Chakrabarty Kakon

An integrated evaluation protocol for adversarial robustness, generalization, and explanation stability in URL-based phishing detection

An integrated robustness evaluation protocol for URL-based phishing detection is proposed, which integrates structured adversarial perturbation, unseen attack-family generalization, compositional attack effects, explanation stability, and external vulnerability transfer.