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