Table 1 Effect of imbalanced dataset in DeepReturn
From: Tackling imbalanced data in cybersecurity with transfer learning: a case with ROP payload detection
| Â | 1:1 Balanced | 1:100 Imbalanced |
|---|---|---|
False positive rate | 0.399% | 8.806% |
F1-score | 0.997 | 0.949 |
From: Tackling imbalanced data in cybersecurity with transfer learning: a case with ROP payload detection
| Â | 1:1 Balanced | 1:100 Imbalanced |
|---|---|---|
False positive rate | 0.399% | 8.806% |
F1-score | 0.997 | 0.949 |