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the claim

Small stickers placed on stop signs have caused image-recognition systems to misclassify them in published research.

the verdict
SUPPORTED
the evidence backs this
Recorded sources
4 sources for · 0 against

Counts group repeated records of the same source within each side. They do not measure evidence strength or source independence.

Is it true that small stickers placed on stop signs have caused image-recognition systems to misclassify them in published research?

Yes. A published conference paper reports that black-and-white stickers placed on real stop signs caused targeted misclassification in over 80% of video frames from a moving vehicle, and other research confirms sticker perturbations mislead traffic-sign recognition models.

Verdict: SUPPORTED · 4 sources for, 0 against · Last checked

The private library was unavailable for some searches in this check. Missing library results are not evidence against the claim.

Evidence for · 4
Adversarial Universal Stickers: Universal Perturbation Attacks on Traffic Sign using Stickers
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Adversarial Universal Stickers: Universal Perturbation Attacks on Traffic Sign using Stickers. (n.d.). arxiv.org. https://arxiv.org/html/2502.18724v1

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More for · 3
Adversarial Examples Created by Fault Injection Attack on Image Sensor Interface
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Adversarial Examples Created by Fault Injection Attack on Image Sensor Interface. (n.d.). cir.nii.ac.jp. https://doi.org/10.1587/transfun.2023cip0025

Information Systems Security
2018
Get citation
Ganapathy, V., Jaeger, T., & Shyamasundar, R. (2018). Information Systems Security. play.google.com. https://play.google.com/store/books/details?id=tlx-DwAAQBAJ&source=gbs_api

Counter-Terrorism, Ethics and Technology
2021
Get citation
Henschke, A., Reed, A., Robbins, S., & Miller, S. (2021). Counter-Terrorism, Ethics and Technology. play.google.com. https://play.google.com/store/books/details?id=G_FUEAAAQBAJ&source=gbs_api

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