Stealthiness Evaluation (Human Inspection) on Code Review Dataset Java
8Suspicious RateDuCodeMark (W1)
Evaluation results
| Method | Links | |
|---|---|---|
| DuCodeMark (W1)Group=1, Variant=watermarking embedding only2026.04 | 8 | |
| DuCodeMark (W2)Group=1, Variant=watermarking embedding only2026.04 | 12 | |
| CodeMarkGroup=12026.04 | 16 | |
| DuCodeMark (P)Group=1, Variant=poisoning injection only2026.04 | 16 | |
| DuCodeMark (W1)Group=2, Variant=watermarking embedding only2026.04 | 32 | |
| CodeMarkGroup=22026.04 | 36 | |
| DuCodeMark (W2)Group=2, Variant=watermarking embedding only2026.04 | 40 | |
| DuCodeMark (P)Group=2, Variant=poisoning injection only2026.04 | 40 | |
| CoProtectorGroup=12026.04 | 48 | |
| CoProtectorGroup=22026.04 | 72 |