Node-level Detection on OWASP Top 10 attack simulation cases (test)
55True Positives (TP)MAScope
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MAScopeScope=Overall2026.03 | 55 | 2 | 17 | 72 | 96.5 | 76.4 | 85.3 | |
| Vanilla GPTScope=Overall2026.03 | 15 | 50 | 57 | 72 | 23.1 | 20.8 | 21.9 | |
| MAScopeAttack Case=S3 (⑤+⑥)2026.03 | 8 | 2 | 1 | 9 | — | — | — | |
| MAScopeAttack Case=S2 (①+②+⑧)2026.03 | 7 | 0 | 2 | 9 | — | — | — | |
| Vanilla GPTAttack Case=S1 (②+④+⑧)2026.03 | 6 | 38 | 1 | 7 | — | — | — | |
| MAScopeAttack Case=S1 (①+②+⑧)2026.03 | 5 | 0 | 2 | 7 | — | — | — | |
| MAScopeAttack Case=S5 (②+③+⑧)2026.03 | 5 | 0 | 0 | 5 | — | — | — | |
| MAScopeAttack Case=S1 (②+④+⑧)2026.03 | 5 | 0 | 2 | 7 | — | — | — | |
| MAScopeAttack Case=S3 (⑤)2026.03 | 5 | 0 | 4 | 9 | — | — | — | |
| MAScopeAttack Case=S1 (②+⑦+⑧)2026.03 | 5 | 0 | 2 | 7 | — | — | — | |
| MAScopeAttack Case=S1 (①+②+⑧)2026.03 | 5 | 0 | 2 | 7 | — | — | — | |
| MAScopeAttack Case=S4 (①+②+⑧+⑨)2026.03 | 5 | 0 | 0 | 5 | — | — | — | |
| MAScopeAttack Case=S1 (②+⑧+⑩)2026.03 | 5 | 0 | 2 | 7 | — | — | — | |
| Vanilla GPTAttack Case=S3 (⑤)2026.03 | 4 | 2 | 5 | 9 | — | — | — | |
| Vanilla GPTAttack Case=S3 (⑤+⑥)2026.03 | 3 | 6 | 6 | 9 | — | — | — | |
| Vanilla GPTAttack Case=S2 (①+②+⑧)2026.03 | 1 | 1 | 8 | 9 | — | — | — | |
| Vanilla GPTAttack Case=S1 (①+②+⑧)2026.03 | 1 | 1 | 6 | 7 | — | — | — | |
| Vanilla GPTAttack Case=S1 (①+②+⑧)2026.03 | 0 | 2 | 7 | 7 | — | — | — | |
| Vanilla GPTAttack Case=S5 (②+③+⑧)2026.03 | 0 | 0 | 5 | 5 | — | — | — | |
| Vanilla GPTAttack Case=S1 (②+⑦+⑧)2026.03 | 0 | 0 | 7 | 7 | — | — | — | |
| Vanilla GPTAttack Case=S4 (①+②+⑧+⑨)2026.03 | 0 | 0 | 5 | 5 | — | — | — | |
| Vanilla GPTAttack Case=S1 (②+⑧+⑩)2026.03 | 0 | 0 | 7 | 7 | — | — | — |