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Benchmarks
Malware Classification on Common Malware Families min. 50 samples (10-fold cross-validation)
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73.4
F1 (Kaspersky)
1D-Conv-BiLSTM
66.848
68.549
70.25
71.951
Nov 19, 2018
F1 (Kaspersky)
F1 (EsetNod32)
F1 (Microsoft)
F1 (McAfee)
Mean F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 (Kaspersky)
F1 (EsetNod32)
F1 (Microsoft)
F1 (McAfee)
Mean F1
1D-Conv-BiLSTM
Batch size=32, Epochs=...
2018.11
73.4
85.4
75.4
76.5
77.7
LR 3-grams
N-gram size=3, Impleme...
2018.11
71.8
82.2
72.6
75.6
75.6
LR 2-grams
N-gram size=2, Impleme...
2018.11
71.1
82.1
73.4
75.6
75.6
RF 2-grams
N-gram size=2, Impleme...
2018.11
70.2
79.2
73.1
75.5
74.5
RF 3-grams
N-gram size=3, Impleme...
2018.11
67.1
69.9
72
72.4
70.4
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