SSMI: How to Make Objects of Interest Disappear without Accessing Object Detectors?. (arXiv:2206.10809v1 [cs.CV])

Web: http://arxiv.org/abs/2206.10809

Most black-box adversarial attack schemes for object detectors mainly face
two shortcomings: requiring access to the target model and generating
inefficient adversarial examples (failing to make objects disappear in large
numbers). To overcome these shortcomings, we propose a black-box adversarial
attack scheme based on semantic segmentation and model inversion (SSMI). We
first locate the position of the target object using semantic segmentation
techniques. Next, we design a neighborhood background pixel replacement to
replace the target region pixels with background pixels …

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