Advances, Systems and Applications
Table 4 Defense performances in an open-world scenario on Tor dataset
From: RBP: a website fingerprinting obfuscation method against intelligent fingerprinting attacks
Defense | CUMUL | TF | DF | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Â | TPR | FPR | F1 | TPR | FPR | F1 | TPR | FPR | F1 |
No Defense | 96.6 | 6.48 | 96.5 | 85.7 | 0.43 | 92.1 | 94.7 | 0.55 | 96.7 |
WTF-PAD | 78.1 | 12.6 | 81.7 | 82.9 | 0.51 | 90.4 | 70.4 | 1.44 | 81.2 |
TAMARAW | 30.6 | 18.4 | 31.3 | 6.19 | 0.88 | 11.6 | 0.6 | 0.2 | 1.19 |
RBP | 57.2 | 11.3 | 67.9 | 22.1 | 0.78 | 36.1 | 25.8 | 0.79 | 40.9 |