Don’t touch that link: Machine learning and the war on phishing

Enlarge / Coming to a device near you: Freddi Fish 666—the Phishing Apocalypse.

collage by Sean Gallagher from urraheesh iStock & Humongous Entertainment

It’s Friday, August 3, and I have hooked a live one. Using StreamingPhish, a tool that identifies potential phishing sites by mining data on newly registered certificates, I’ve spotted an Apple phishing site before it’s even ready for victims. Conveniently, the operator has even left a Web shell wide open for me to watch him at work.

The site’s fully qualified domain name is, and there’s another registered at the same domain— As I download the phishing kit, I take a…

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