Generative-AI-Aware Phishing Detection with Human-in-the-Loop Security Analytics: An Illustrative Cybersecurity Evaluation

This article presents a simulated empirical assessment in Computer Science, Cybersecurity, and Human Factors. The evaluation used 8,400 simulated training messages, 1,800 validation messages, and 1,800 hold-out messages, including 600 generative-AI-assisted phishing examples in the hold-out set. A s