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Trippy Stickers Trick Computers Into Thinking A Banana Is A Toaster

It’s an image or object that looks one way to the human eye, but another way to the algorithm. For years researchers believed that the adversarial example was theoretical, but in recent months they have demonstrated that it can be applied in real-world situations. One group of researchers 3D-printed a turtle that an image-classifying algorithm identifies as a rifle , and other scholars have used stickers to tweak the appearance of road signs so that computers see a yield sign rather than a 15 mph sign. Now, a new paper by Google researchers pushes the field further again by creating stickers that can convince a computer that any object is a toaster. The researchers created a bizarre, psychedelic image they call a “patch” that, when placed next to any object in any light, is far more salient to the classification algorithm than whatever its neighbor is. That means that the computer focuses its attention on the sticker, not on any of the objects next to it. For example, place a patch designed to look like a computer next to a banana and the algorithm will see a toaster. Put it next to a dog and the algorithm will see a toaster. You get the idea.

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