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