Adversarial Robustness on Compliance KG
6.2ASRDefended (ours)
Evaluation results
| Method | Links | |
|---|---|---|
| Defended (ours)KG Embedding Model=RotatE, Attack Type=MaSS attack2026.05 | 6.2 | |
| Defended (ours)KG Embedding Model=TransE, Attack Type=MaSS attack2026.05 | 8.7 | |
| Defended (ours)KG Embedding Model=ComplEx, Attack Type=MaSS attack2026.05 | 9.1 | |
| Defended (ours)KG Embedding Model=RotatE, Attack Type=adaptive attack, Perturbation Budget (Delta)=502026.05 | 11.8 | |
| Defended (ours)KG Embedding Model=TransE, Attack Type=adaptive attack, Perturbation Budget (Delta)=502026.05 | 14.3 | |
| Defended (ours)KG Embedding Model=ComplEx, Attack Type=adaptive attack, Perturbation Budget (Delta)=502026.05 | 15.2 | |
| UndefendedKG Embedding Model=RotatE, Attack Type=MaSS attack2026.05 | 87.8 | |
| UndefendedKG Embedding Model=ComplEx, Attack Type=MaSS attack2026.05 | 89.5 | |
| UndefendedKG Embedding Model=TransE, Attack Type=MaSS attack2026.05 | 92.3 |