Research Article
Few-Shot Website Fingerprinting Attack with Data Augmentation
Table 5
Results of
closed-world WF attack with
WTF-PAD-based defense on
. Metrics: accuracy.
| Method | 5-shot | 10-shot | 15-shot | 20-shot |
| k-NN [11] | — | — | — | 16.0 | k-FP [12] | — | — | — | 57.0 | CUMUL [13] | — | — | — | 60.3 | TF [17] | | | | | ResNet-34 [18] | | | | | Var-CNN [16] | | | | |
| ResNet-34 + HDA | | | | | Var-CNN + HDA | | | | |
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