Advances, Systems and Applications
From: Categorizing Malware via A Word2Vec-based Temporal Convolutional Network Scheme
Method | weighted TPR | weighted FPR | weighted PPV | weighted F-M | ACC |
---|---|---|---|---|---|
Ngram NBC | 84.50% | 1.80% | 87.50% | 85.30% | 84.50% |
OneHotTCN | 96.00% | 0.50% | 96.20% | 95.90% | 96.00% |
Word2VecLSTM | 96.20% | 0.70% | 96.40% | 96.30% | 96.20% |
Word2VecTCN | 97.50% | 0.40% | 97.60% | 97.50% | 97.50% |