The digital and physical experimental results show that the universal adversarial patches obtained by the proposed algorithms can mislead the Faster R-CNN with a non-local block to classify stop sign as background and to wrongly detect boats that are not in the images.
Nov 12, 2020
In this paper, two new threats named disappearing attack and appearing attack against object detectors with a non-local block are investigated. The former aims ...
The introduction of non-local blocks to the traditional CNN architecture enhances its performance for various computer vision tasks by improving its ...
The experiments show that the universal patches are able to mislead the detector with greater probabilities. To explain the threats from non-local blocks, the ...
Two new threats named disappearing attack and appearing attack against object detectors with a non-local block are investigated, which aim at misleading an ...
The introduction of non-local blocks to the traditional CNN architecture enhances its performance for various computer vision tasks by improving its ...
New Threats Against Object Detector with Non-local Block. https://doi.org/10.1007/978-3-030-58565-5_29 ·. Journal: Computer Vision – ECCV 2020 Lecture Notes ...
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S2 TL;DR: Two new threats named disappearing attack and appearing attack against object detectors with a non-local block are investigated, ...
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In this paper, two new threats named disappearing attack and appearing attack against object detectors with a non-local block are investigated. The former aims ...