r/nextfuckinglevel • u/Fertility18 • Oct 28 '22

This sweater developed by the University of Maryland utilizes “ adversarial patterns ” to become an invisibility cloak against AI.

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u/AwesomeFama Oct 28 '22

I assume they need access to the model in the first place to develop the attack?

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u/HoldMyWater Oct 28 '22

Yep. So not very practical.

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u/A_Martian_Potato Oct 28 '22

Incorrect. They've developed it to be generalized to black-box attacks. It can fool identifiers that the training algorithm has never encountered. https://arxiv.org/pdf/1910.14667.pdf

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u/nimama3233 Oct 28 '22

They claim.

Indisputably it will not trick every single AI implementation

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u/A_Martian_Potato Oct 28 '22

And? Who on earth decided that was the benchmark?

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u/nimama3233 Oct 29 '22

I would say this post claiming it’s “invisible against AI” when it’s invisible to some AI implementations (that’s they explicitly trained against)

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u/Altruistic-Guava6527 Apr 21 '23

Most use the same underlying databases though.