Research Article
Website Fingerprinting Attacks Based on Homology Analysis
Table 3
Test accuracy of dataset SSH-200 (%).
| Method name | Test methods | = 200 | = 300 | = 400 | = 500 |
| CNN-BiLSTM | | 87.2 | 88.5 | 89.3 | 88.6 | | 85.6 | 87.9 | 88.3 | 89.7 | | 86.9 | 88.9 | 90.2 | 89.8 | , one-hot | 92.8 | 93.4 | 93.1 | 92.2 | , , one-hot | 93.7 | 94.8 | 94.1 | 93.9 |
| TF | , , one-hot | 92.9 | 94.1 | 93.5 | 93.2 | GANDaLF | , , one-hot | 94.3 | 94.6 | 94.9 | 94.7 | PHMM | , | 85.9 | 87.3 | 88.2 | 86.5 |
| Method name | Test methods | K = 1 | K = 2 | K = 3 | k-FP | , | 90.6 | 91.2 | 91.1 | k-NN | , | 90.8 | 86.4 | 82.3 |
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