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Table 6 Ablation study on the methods of constructing the graph

From: Subspace clustering via graph auto-encoder network for unknown encrypted traffic recognition

Dataset

Methods

ACC

NMI

ARI

F1

Ours

Using distance

0.8123

0.8243

0.8030

0.5712

 

Using distance with IP addresses

0.9067

0.8679

0.9235

0.6922

ISCXVPN2016

Using distance

0.7623

0.7623

0.6234

0.5623

 

Using distance with IP addresses

0.8122

0.8124

0.7761

0.7042