Cascading Risk Detection on Multi-agent systems (MAS) Interaction Trajectories Natural
83AUROCOurs (Consistency)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ours (Consistency)regime=Natural2026.03 | 83 | 3.4 | |
| Structural GNNregime=Natural2026.03 | 77 | 2.6 | |
| ORC-onlyregime=Natural2026.03 | 69 | 1.2 | |
| Semantic-onlyregime=Natural2026.03 | 62 | 0.4 |