Convolutional Neural Network For Analyzing Pentest Screenshots From DarkTeam

ShirleyBout

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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


Homepages


Custom 404's


Eyeballer uses TF.keras on Tensorflow 2.0. This is (as of this moment) still in "beta". So the pip requirement for it looks a bit weird. It'll also probably conflict with an existing TensorFlow installation if you've got the regular 1.0 version installed. So, heads-up there. But 2.0 should be out of beta and official "soon" according to Google, so this problem ought to solve itself in short order.
Setup
Download required packages on pip:
Code:
sudo pip3 install -r requirements.txt
Or if you want GPU support:
Code:
sudo pip3 install -r requirements-gpu.txt
NOTE: Setting up a GPU for use with TensorFlow is way beyond the scope of this README. There's hardware compatibility to consider, drivers to install... There's a lot. So you're just going to have to figure this part out on your own if you want a GPU. But at least from a Python package perspective, the above requirements file has you covered.
 
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