Flow Correlation on Tor traffic dataset
97.7TPR (FPR <= 1e-5)ESPRESSO
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ESPRESSOTraining Mode=Online, Loss Margin=0.52026.04 | 97.7 | 92.2 | 94.9 | 88.5 | 81.1 | 67.8 | |
| ESPRESSOTraining Mode=Online, Loss Margin=0.52026.04 | 97.7 | 92.2 | 94.9 | 88.5 | 81.1 | 67.8 | |
| ESPRESSOTraining Mode=Online, Loss Margin=0.252026.04 | 97.3 | 90 | 91.2 | 78.3 | 65.7 | 51.1 | |
| ESPRESSOTraining Mode=Online, Loss Margin=0.252026.04 | 97.3 | 90 | 91.2 | 78.3 | 65.7 | 51.1 | |
| ESPRESSOTraining Mode=Offline, Loss Margin=0.52026.04 | 96.7 | 93.1 | 90.9 | 73.3 | 32 | 9 | |
| ESPRESSOTraining Mode=Offline, Loss Margin=0.52026.04 | 96.7 | 93.1 | 90.9 | 73.3 | 32 | 9 | |
| ESPRESSOTraining Mode=Online, Loss Margin=0.752026.04 | 96.1 | 92.4 | 93.1 | 85.4 | 80.1 | 73.1 | |
| ESPRESSOTraining Mode=Online, Loss Margin=0.752026.04 | 96.1 | 92.4 | 93.1 | 85.4 | 80.1 | 73.1 | |
| ESPRESSOTraining Mode=Online, Loss Margin=0.12026.04 | 88.4 | 76.2 | 60.2 | 38.4 | 13.9 | 6.1 | |
| ESPRESSOTraining Mode=Online, Loss Margin=0.12026.04 | 88.4 | 76.2 | 60.2 | 38.4 | 13.9 | 6.1 | |
| GreenTeaTraining Mode=Online, Loss Margin=0.52026.04 | 86.5 | 80.5 | 72.8 | 63 | 51.1 | 42.5 | |
| GreenTeaTraining Mode=Online, Loss Margin=0.52026.04 | 86.5 | 80.5 | 72.8 | 63 | 51.1 | 42.5 | |
| DCFTraining Mode=Offline, Loss Margin=0.12026.04 | 76.8 | 58.4 | 30.4 | 19.7 | 7.6 | 3.4 | |
| DCFTraining Mode=Offline, Loss Margin=0.12026.04 | 76.8 | 58.4 | 30.4 | 19.7 | 7.6 | 3.4 | |
| DCFTraining Mode=Online, Loss Margin=0.12026.04 | 75.6 | 58.1 | 31.3 | 17.7 | 4.7 | 1.2 | |
| DCFTraining Mode=Online, Loss Margin=0.12026.04 | 75.6 | 58.1 | 31.3 | 17.7 | 4.7 | 1.2 | |
| DCFTraining Mode=Offline, Loss Margin=0.52026.04 | 69.1 | 49.1 | 11.2 | 3.8 | 0.2 | 0.1 | |
| DCFTraining Mode=Offline, Loss Margin=0.52026.04 | 69.1 | 49.1 | 11.2 | 3.8 | 0.2 | 0.1 | |
| HotWaterTraining Mode=Online, Loss Margin=0.52026.04 | 66.8 | 53.8 | 35.9 | 23.8 | 6.6 | 3 | |
| HotWaterTraining Mode=Online, Loss Margin=0.52026.04 | 66.8 | 53.8 | 35.9 | 23.8 | 6.6 | 3 | |
| DCFTraining Mode=Online, Loss Margin=0.52026.04 | 59.4 | 35.7 | 3.9 | 1.1 | 0 | 0 | |
| DCFTraining Mode=Online, Loss Margin=0.52026.04 | 59.4 | 35.7 | 3.9 | 1.1 | 0 | 0 |