Anti-Phishing Tools and Browser Extensions: What Actually Works
A rigorous technical evaluation of anti-phishing tools and browser extensions, examining how URL reputation engines, machine-learning classifiers, email-gateway filters, and browser-based protections actually detect phishing, where they fail, and how to build a layered defence stack that addresses the gaps no single tool can cover.

May 2, 2026



