Construct · 1 fields · 1 citations

one-pixel attack: a standalone construct

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Computer vision

an attack that changes a single pixel, chosen by evolutionary search, to flip an image classifier's prediction.

In computer vision, one-pixel attack refers to an attack that changes a single pixel, chosen by evolutionary search, to flip an image classifier's prediction. This meaning comes from Su (2019) in IEEE Transactions on Evolutionary Computation.[1]

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Nearby constructs

attack4 fields · 10 citationsjingle · one word, four constructs image4 fields · 5 citationsjingle · one word, four constructs prediction3 fields · 4 citationsjingle · one word, three constructs

References

Su, J., Vargas, D. V., & Sakurai, K. (2019). One Pixel Attack for Fooling Deep Neural Networks. IEEE Transactions on Evolutionary Computation, 23(5), 828-841. https://doi.org/10.1109/tevc.2019.2890858

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