| Backdoor training process | |
| dataset: MNIST | |
| architecture: ResNet18 | |
| # Dataset Dir | |
| ``` | |
| data(input path) | |
| │ index.json(optional, for nosiy model) | |
| │ new_labels.json(optional, for nosiy model) | |
| │ old_labels.json(optional, for nosiy model) | |
| | | |
| └─── sprites | |
| │ │ 0.png | |
| │ │ 1.png | |
| │ │ ... | |
| │ | |
| └───Model | |
| │ │ model.py | |
| │ │ | |
| │ └───Epoch_1 | |
| │ │ index.json | |
| │ │ subject_model.pth | |
| | | (train_data.npy) [after preprocess] | |
| | | (test_data.npy) [after preprocess] | |
| | | (border_centers.npy) [after preprocess] | |
| | | (vismodel.pth) [after trained] | |
| | | (embedding.npy) [after visulization] | |
| | | (scale.npy) [after visulization] | |
| | | (bgimg.png) [after visulization] | |
| │ └───Epoch_2 | |
| | | ... | |
| │ | |
| └───Training_data | |
| | │ training_dataset_data.pth | |
| | │ training_dataset_label.pth | |
| │ | |
| └───Testing_data | |
| │ │ testing_dataset_data.pth | |
| │ │ testing_dataset_label.pth | |
| └───config.json | |
| ``` | |