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Table 5 Competitive comparison

From: Detection of illicit cryptomining using network metadata

  

Detection rate (%)

Category

Experiment

Muñoz et al.

XMR-Ray

Malware

NRSminer

100.00

100.00

 

WebCobra

100.00

100.00

Encryption

SSL stream

99.13

98.16

 

SSL CBC

90.11

99.35

Proxying

SOCKS5

88.35

89.16

 

XMRIG

82.92

90.08

In-browser mining

Coinhive

90.82

98.85

 

CryptoLoot

80.80

95.26

 

CoinIMP

68.52

79.47

Adversarial evasion

Data injection

66.08

93.37

 

Msg. injection

25.96

81.28

 

Err. triggering

16.89

53.16