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Advances, Systems and Applications

Table 2 Performance for malware categorization with the Word2Vec-based TCN structure

From: Categorizing Malware via A Word2Vec-based Temporal Convolutional Network Scheme

Family

TPR

FPR

PPV

F-M

Ramnit

97.00%

1.80%

90.20%

93.50%

Lollipop

98.80%

0.10%

99.80%

99.30%

Kelihos_ver3

100.00%

0.10%

99.80%

99.90%

Vundo

98.90%

0.20%

96.70%

97.80%

Simda

85.70%

0.10%

85.70%

85.70%

Tracur

88.10%

0.20%

94.50%

91.20%

Kelihos_ver1

93.50%

0.00%

100.00%

96.60%

Obfuscator.ACY

93.20%

0.40%

96.90%

95.00%

Gatak

97.00%

0.20%

98.50%

97.80%