Mercy E. Bensone-Emenike

Intelligent Models for Mitigating the Impact of Phishing on Electronic Commerce Data: A Critical Narrative Review of Detection Capability, Robustness and Operational Evidence

The evidence indicates that headline performance figures are strongly conditioned by dataset construction, that accuracy on balanced benchmarks translates poorly to the extreme base-rate asymmetry of live traffic, and that robustness has been assessed for only a small proportion of published models.