Functionality

Implement black-box membership inference attack on CIFAR-10 with ResNet-18 as target model.

Environment:

1. Python 3.6.6
2. PyTorch 1.4.0
3. CUDA 10.1
4. torchvision 0.5.0
5. scikit-learn 0.22.1
6. matplotlib 3.1.0
7. lightgbm 2.3.0
8. itertools

Configuration

Set up the configuration by modifing the file "config.yaml" under /config folder. You need to restart the kernel in Jupyter to update the configuration.