Attack Detection on PhantomEcosystem 200 scenarios
92AccuracyDISTRIBUTED SENTINEL
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DISTRIBUTED SENTINELEntity Mapper=Qwen3-0.6B fine-tuned with LoRA2026.04 | 92 | 93 | 96 | 95 | — | |
| Prompt FirewallPolicy Judge=GPT-5.4, Context=Single-action, no cross-domain2026.04 | 79 | 100 | 74 | 85 | — | |
| Rule-Based DLPDetection Strategy=Keyword matching2026.04 | 58 | 100 | 48 | 65 | — | |
| No Protection (all allowed)2026.04 | 20 | — | — | — | — |