Adversarial Attack on Devign
0.14Delta DropALERT
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ALERTVictim Model=CodeBERT2026.01 | 0.14 | 78.35 | 195.14 | 0.52 | — | — | |
| DIPVictim Model=CodeBERT2026.01 | 0.21 | 59.75 | 41.02 | 0.88 | — | — | |
| ALERTVictim Model=GraphCodeBERT2026.01 | 0.22 | 79.02 | 140.09 | 0.52 | — | — | |
| HogVulVictim Model=GraphCodeBERT2026.01 | 0.26 | 91.6 | 79.8 | 0.8 | 40.42 | 0.13 | |
| DIPVictim Model=GraphCodeBERT2026.01 | 0.29 | 49.45 | 38.93 | 0.86 | — | — | |
| DIPVictim Model=CodeT52026.01 | 0.41 | 53.05 | 54.66 | 0.86 | — | — | |
| HogVulVictim Model=CodeBERT2026.01 | 0.44 | 89.71 | 277.49 | 0.81 | 20.66 | 0.265 | |
| ALERTVictim Model=CodeT52026.01 | 0.54 | 81.51 | 147.95 | 0.53 | — | — | |
| HogVulVictim Model=CodeT52026.01 | 0.87 | 97.28 | 316.45 | 0.84 | 30.01 | 0.395 |