hacktricks/a.i.-exploiting/bra.i.nsmasher-presentation/bim-bruteforcer.md

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BIM Bruteforcer

BRUTEFORCER CORE SCRIPT WITH BIM ATTACK

This time we introduce a new type of gradient based attack, in order to brute force an image classification app can be shaped and used for any input of course, the BIM, or Basic Iteration Method.

Its recommended to see at least the explanation in the introduction challenge colab Notebook

To go deeper on the BIM topic: https://arxiv.org/pdf/1607.02533.pdf

As usual we will provide only the A.I. attack core part, its up to you to complete the tool and blending it with PT techniques, depending on the situations.

{% hint style="info" %} Remember, in those kind of scenarios, in order to mime real-based attack applications, we dont have the exact model to fool or the image target in which we would like to transform our image. Thats why, in order to overcome this issue, we must blend our core script, with a bruteforcer logic, accordingly to the application responses we want to fool. {% endhint %}