Datasets:
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---
task_categories:
- feature-extraction
- image-classification
- zero-shot-image-classification
pretty_name: Perturbed Faces
size_categories:
- 1K<n<10K
---
# Perturbed Faces
This dataset contains 1000 images from [CelebA dataset](!https://www.kaggle.com/datasets/jessicali9530/celeba-dataset). For each of the thousand images dataset also has [LowKey](https://openreview.net/forum?id=hJmtwocEqzc) perturbed version and [Fawkes](https://sandlab.cs.uchicago.edu/fawkes/) perturbed version.
LowKey and Fawkes perturbed images have _attacked & _cloaked at the end of the filename respectively.
| File Name | Version |
|---------------------|--------------------------|
| 000001.jpg | Original |
| 000001_cloaked.png | Fawkes perturbed version |
| 000001_attacked.png | LowKey perturbed version |
The Fawkes perturbed images are created using CLI provided in the [github repository](https://github.com/Shawn-Shan/fawkes) with protection mode set to mid. The LowKey version of
images are created using Python code provided with the paper.
|