Cascading risk detection on Multi-agent systems (MAS) Interaction Trajectories Adversarial
88AUROCOurs (Consistency)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ours (Consistency)regime=Adversarial2026.03 | 88 | 10.2 | |
| ORC-onlyregime=Adversarial2026.03 | 77 | 7.4 | |
| Structural GNNregime=Adversarial2026.03 | 75 | 7.2 | |
| Semantic-onlyregime=Adversarial2026.03 | 71 | 5.8 |