| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Ransomware Detection Dataset Behavioral and Static | DDQN + Asym. R2 (4:1) | Accuracy99.15 | 8 | 17d ago | |
| Custom threat-informed dynamic behavioral dataset | TL-RL-FusionNet | Accuracy99.1 | 7 | 3mo ago | |
| Enterprise Shared Storage Ransomware Dataset (10-fold cross-val) | RandomCommitee | Accuracy99.645 | 6 | 25d ago | |
| Various Ransomware Datasets | Accuracy99.69 | 4 | 17d ago | ||
| Ransomware Stress (u2 user profile) | ERULE | Latency (ms)10 | 2 | 5mo ago | |
| Ransomware Stress (u1 user profile) | ERULE | First Latency (ms)11 | 2 | 5mo ago | |
| Windows samples | Accuracy93.7 | 1 | 4mo ago | ||
| Public datasets | Accuracy96 | 1 | 4mo ago | ||
| CIC ransomware datasets | Accuracy98.1 | 1 | 4mo ago | ||
| OS memory dumps | Accuracy95.6 | 1 | 4mo ago | ||
| Windows samples RF+C4.5 | - | Accuracy- | 0 | 5mo ago | |
| SwiftR | - | Accuracy- | 0 | 5mo ago | |
| CIC ransomware datasets (XRan) | - | Accuracy- | 0 | 5mo ago |
