Mar 16, 2022 · To move towards a practical certifiable patch defense, we introduce Vision Transformer (ViT) into the framework of Derandomized Smoothing (DS).
Patch attacks, one of the most threatening forms of phys- ical attack in adversarial examples, can lead networks to induce misclassification by modifying ...
Specifically, we propose a progressive smoothed image modeling task to train Vision Transformer, which can capture the more discriminable local context of an ...
While several practical patch defenses are proposed [12,. 30], they only obtain robustness against known attacks but not against more powerful attacks that may ...
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Dec 31, 2023 · To move towards a practical certifiable patch defense, we introduce Vision Transformer (ViT) into the framework of Derandomized Smoothing (DS).
A progressive smoothed image modeling task to train Vision Transformer, which can capture the more discriminable local context of an image while preserving ...
To move towards a practical certifiable patch defense, we introduce Vision Transformer (ViT) into the framework of Derandomized Smoothing (DS). Paper · Add ...
Towards practical certifiable patch defense with vision transformer. In. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition ...
(arXiv 2022.03) Towards Practical Certifiable Patch Defense with Vision Transformer, [Paper] ... CERTIFIED DEFENSE AGAINST ADVERSARIAL PATCHES WITH VISION ...
Towards Practical Certifiable Patch Defense with Vision Transformer. Z Chen, B Li, J Xu, S Wu, S Ding, W Zhang. Proceedings of the IEEE/CVF Conference on ...