Eyeballer - A convolutional neural network for analyzing pentest screenshots by Bishop Fox

May 7, 2021
(619 views)

Give those screenshots of yours a quick eyeballing.

Eyeballer is meant for large-scope network penetration tests where you need to find "interesting" targets from a huge set of web-based hosts. Go ahead and use your favorite screenshotting tool like normal (EyeWitness or GoWitness) and then run them through Eyeballer to tell you what's likely to contain vulnerabilities, and what isn't.

Example Labels

Old-Looking Sites Login Pages
Sample Old-looking Page Sample Login Page
Webapp Custom 404's
Sample Webapp Sample Custom 404
Parked Domains
Sample Webapp

What the Labels Mean

Old-Looking Sites Blocky frames, broken CSS, that certain "je ne sais quoi" of a website that looks like it was designed in the early 2000's. You know it when you see it. Old websites aren't just ugly, they're also typically super vulnerable. When you're looking to hack....

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