From 24c3d3f26a26e2cebedfa6b1e998890b6385949e Mon Sep 17 00:00:00 2001 From: Shawn Shan Date: Sun, 26 Jul 2020 20:38:40 -0500 Subject: [PATCH] Update README.md --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index e27a518..609b733 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ Fawkes ------ -Fawkes is a privacy protection system developed by researchers at [SANDLab](https://sandlab.cs.uchicago.edu/), University of Chicago. For more information about the project, please refer to our project [webpage](https://sandlab.cs.uchicago.edu/fawkes/). Contact as at fawkes-team@googlegroups.com. +Fawkes is a privacy protection system developed by researchers at [SANDLab](https://sandlab.cs.uchicago.edu/), University of Chicago. For more information about the project, please refer to our project [webpage](https://sandlab.cs.uchicago.edu/fawkes/). Contact us at fawkes-team@googlegroups.com. We published an academic paper to summarize our work "[Fawkes: Protecting Personal Privacy against Unauthorized Deep Learning Models](https://www.shawnshan.com/files/publication/fawkes.pdf)" at *USENIX Security 2020*. @@ -41,11 +41,11 @@ when --mode is `custom`: ### Tips - The perturbation generation takes ~60 seconds per image on a CPU machine, and it would be much faster on a GPU machine. Use `batch-size=1` on CPU and `batch-size>1` on GPUs. -- Turn on separate target if the images in the directory belong to different person, otherwise, turn it off. -- Run on GPU. The current fawkes package and binary does not support GPU. To use GPU, you need to clone this, install the required packages in `setup.py`, and replace tensorflow with tensorflow-gpu. Then you can run fawkes by `python3 fawkes/protection.py [args]`. +- Turn on separate target if the images in the directory belong to different people, otherwise, turn it off. +- Run on GPU. The current Fawkes package and binary does not support GPU. To use GPU, you need to clone this, install the required packages in `setup.py`, and replace tensorflow with tensorflow-gpu. Then you can run Fawkes by `python3 fawkes/protection.py [args]`. ### How do I know my images are secure? -We are actively working on this. Python script that can test the protection effectiveness will be ready shortly. +We are actively working on this. Python scripts that can test the protection effectiveness will be ready shortly. Quick Installation ------------------