CADETS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Intrusion Detection | Cadets-E3 | ADP (Mean)100 | 10 | |
| Textual Quality Evaluation | Cadets E3 (test) | GLEU56 | 10 | |
| Intrusion Detection | Cadets E5 | ADP (Mean)100 | 8 | |
| APT attack investigation | CADETS E3 | Detected IOCs (Initial)4 | 8 | |
| Provenance Graph Synthesis | Cadets E3 | Degree1.47 | 5 | |
| Attack subgraph reconstruction | Cadets C4 | Recall90 | 4 | |
| Attack subgraph reconstruction | Cadets C3 | Recall95 | 4 | |
| Attack subgraph reconstruction | Cadets C2 | Recall75 | 4 | |
| Attack subgraph reconstruction | Cadets C1 | Recall100 | 4 | |
| Advanced Persistent Threat Detection | CADETS | Precision99.9 | 4 | |
| Graph-level attack detection | E3-CADETS | Precision80 | 3 | |
| Detection Performance | Cadets E5 | μAr1 | 1 |
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