ROF
收藏arXiv2025-09-30 收录
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https://github.com/ekremerakin/realworldoccludedfaces
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资源简介:
该数据集名为ROF,包含了5559张180位名人的图片,其中每位名人都至少有一张佩戴太阳镜的照片,这些照片被用作语义后门攻击的毒化数据集。此外,为了进行基于纹身和基于面具的攻击,还创建了使用Snapchat滤镜合成的变体。该数据集规模较大,共有5559张图片,其任务旨在人脸识别中的后门攻击防御。
This dataset, named ROF, consists of 5,559 images of 180 celebrities, with each celebrity having at least one photograph where they are wearing sunglasses. These images serve as a poisoning dataset for semantic backdoor attacks. Furthermore, variants synthesized using Snapchat filters were created to support tattoo-based and mask-based attacks. As a large-scale dataset with a total of 5,559 images, it is designed for backdoor attack defense research in facial recognition.



