Threat Identification on Attack Log (test)
93.7Threat AccuracyAIDR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AIDRrouting=Cloud-edge routing, reasoning=Compact CoD structure2025.12 | 93.7 | 2.31 | 0.71 | |
| CoT (verbose)reasoning=Chain-of-Thought, verbosity=verbose2025.12 | 89.6 | 3.89 | 1 | |
| RAG + LLMarchitecture=Retrieval Augmented Generation2025.12 | 85.9 | 3.12 | 0.98 | |
| SFT-onlytraining=Supervised Fine-Tuning2025.12 | 84.1 | 2.67 | 0.93 | |
| XGBoosttype=Domain-Specific Baseline2025.12 | 80.7 | 1.89 | 0.68 | |
| Zero-shotmode=Zero-shot2025.12 | 62.8 | 3.45 | 1 |