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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%