Website Fingerprinting Attacks Based on Homology Analysis

Table 5

Tuning results of CNN-BiLSTM model in the open world.

Environment	Length of sequence	Tuned for precision		Tuned for recall
		Precision	Recall	Precision	Recall
SSH	= 200	0.883	0.822	0.759	0.917
	= 300	0.885	0.826	0.742	0.934
	= 400	0.889	0.831	0.754	0.921
Shadowsocks	= 200	0.896	0.887	0.809	0.957
	= 300	0.912	0.899	0.789	0.963
	= 400	0.907	0.896	0.798	0.958