Table 2 Number of data samples used during training, validation and testing
From: Tackling imbalanced data in cybersecurity with transfer learning: a case with ROP payload detection
| Â | Train | Validation | Test |
|---|---|---|---|
Number of M samples (source) | 20,000 | – | – |
Number of B samples (source) | 20,000 | – | – |
Number of M samples (target) | 20,000 | 1750 | 7500 |
Number of B samples (target) | – | 1750 | 1200 |