From: Subspace clustering via graph auto-encoder network for unknown encrypted traffic recognition
Dataset | Methods | ACC | NMI | ARI | F1 |
---|---|---|---|---|---|
Ours | SCGAE without graph | 0.8345 | 0.7811 | 0.8190 | 0.6526 |
 | SCGAE without content | 0.8523 | 0.8012 | 0.8812 | 0.6725 |
 | SCGAE without self-expression | 0.7812 | 0.6254 | 0.7812 | 0.6712 |
 | SCGAE without self-supervised | 0.8123 | 0.7892 | 0.7738 | 0.6891 |
 | SCGAE | 0.9067 | 0.8679 | 0.9235 | 0.6922 |
ISCXVPN2016 | SCGAE without graph | 0.7341 | 0.7254 | 0.7254 | 0.5623 |
 | SCGAE without content | 0.7212 | 0.7217 | 0.7116 | 0.5123 |
 | SCGAE without self-expression | 0.7125 | 0.7623 | 0.7123 | 0.5451 |
 | SCGAE without self-supervised | 0.7274 | 0.7431 | 0.7368 | 0.6535 |
 | SCGAE | 0.8122 | 0.8124 | 0.7761 | 0.7042 |