Source Code Watermark Extraction Robustness on CodeNet D56 (evaluation)
100AccuracyACW
Evaluation results
| Method | Links | |
|---|---|---|
| ACWAttack=No attack, Payload=0 bits, Training=None2026.07 | 100 | |
| multi-channel spread-spectrum watermarkingAttack=No attack, Payload=24 bits, Training=None, t=22026.07 | 100 | |
| multi-channel spread-spectrum watermarkingAttack=ternary, Payload=24 bits, Training=None, t=22026.07 | 100 | |
| multi-channel spread-spectrum watermarkingAttack=empty_coll, Payload=24 bits, Training=None, t=22026.07 | 100 | |
| multi-channel spread-spectrum watermarkingAttack=none_check, Payload=24 bits, Training=None, t=22026.07 | 100 | |
| multi-channel spread-spectrum watermarkingAttack=list_comp, Payload=24 bits, Training=None, t=22026.07 | 99.2 | |
| multi-channel spread-spectrum watermarkingAttack=Rename 2, Payload=24 bits, Training=None, t=22026.07 | 98 | |
| multi-channel spread-spectrum watermarkingAttack=Rename 4, Payload=24 bits, Training=None, t=22026.07 | 98 | |
| multi-channel spread-spectrum watermarkingAttack=compare_dir, Payload=24 bits, Training=None, t=22026.07 | 95.2 | |
| multi-channel spread-spectrum watermarkingAttack=aug_assign, Payload=24 bits, Training=None, t=22026.07 | 94.8 | |
| multi-channel spread-spectrum watermarkingAttack=equality_dir, Payload=24 bits, Training=None, t=22026.07 | 86.8 | |
| SrcMarker-PyAttack=No attack, Payload=4 bits, Training=GPU, 20k samples2026.07 | 72.9 | |
| SrcMarker-PyAttack=list_comp, Payload=4 bits, Training=GPU, 20k samples2026.07 | 72.5 | |
| SrcMarker-PyAttack=ternary, Payload=4 bits, Training=GPU, 20k samples2026.07 | 72.5 | |
| SrcMarker-PyAttack=empty_coll, Payload=4 bits, Training=GPU, 20k samples2026.07 | 72.1 | |
| SrcMarker-PyAttack=none_check, Payload=4 bits, Training=GPU, 20k samples2026.07 | 71.2 | |
| multi-channel spread-spectrum watermarkingAttack=operand_order, Payload=24 bits, Training=None, t=22026.07 | 70.4 | |
| SrcMarker-PyAttack=operand_order, Payload=4 bits, Training=GPU, 20k samples2026.07 | 69.9 | |
| SrcMarker-PyAttack=compare_dir, Payload=4 bits, Training=GPU, 20k samples2026.07 | 69 | |
| SrcMarker-PyAttack=aug_assign, Payload=4 bits, Training=GPU, 20k samples2026.07 | 67.2 | |
| SrcMarker-PyAttack=equality_dir, Payload=4 bits, Training=GPU, 20k samples2026.07 | 60.7 | |
| multi-channel spread-spectrum watermarkingAttack=Rename 8, Payload=24 bits, Training=None, t=22026.07 | 59.6 | |
| SrcMarker-PyAttack=Rename 4, Payload=4 bits, Training=GPU, 20k samples2026.07 | 18.3 | |
| SrcMarker-PyAttack=Rename 8, Payload=4 bits, Training=GPU, 20k samples2026.07 | 18.3 | |
| SrcMarker-PyAttack=Rename 2, Payload=4 bits, Training=GPU, 20k samples2026.07 | 17.9 | |
| ACWAttack=Rename 2, Payload=0 bits, Training=None2026.07 | 0 | |
| ACWAttack=Rename 4, Payload=0 bits, Training=None2026.07 | 0 | |
| ACWAttack=Rename 8, Payload=0 bits, Training=None2026.07 | 0 | |
| ACWAttack=aug_assign, Payload=0 bits, Training=None2026.07 | 0 | |
| ACWAttack=compare_dir, Payload=0 bits, Training=None2026.07 | 0 | |
| ACWAttack=equality_dir, Payload=0 bits, Training=None2026.07 | 0 | |
| ACWAttack=list_comp, Payload=0 bits, Training=None2026.07 | 0 | |
| ACWAttack=ternary, Payload=0 bits, Training=None2026.07 | 0 | |
| ACWAttack=operand_order, Payload=0 bits, Training=None2026.07 | 0 | |
| ACWAttack=empty_coll, Payload=0 bits, Training=None2026.07 | 0 | |
| ACWAttack=none_check, Payload=0 bits, Training=None2026.07 | 0 |