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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.
It's reccomended 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, it's up to you to complete the tool and blending it with PT techniques, depending on the situations.
Please Note: Remeber, in those kind of scenarios, in order to mime real-based attack applications, we don't have the exact model to fool or the image target in which we would like to transform our image. That's 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.
Support HackTricks and get benefits!
Do you work in a cybersecurity company? Do you want to see your company advertised in HackTricks? or do you want to have access the latest version of the PEASS or download HackTricks in PDF? Check the SUBSCRIPTION PLANS!
Discover The PEASS Family, our collection of exclusive NFTs
Get the official PEASS & HackTricks swag
Join the 💬 Discord group or the telegram group or follow me on Twitter 🐦@carlospolopm.
Share your hacking tricks submitting PRs to the hacktricks github repo.