Code Leakage on Codex GPT-5
0Exact Match (EM)Skill-Stealing Prompt Generation Framework
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Skill-Stealing Prompt Generation FrameworkScenario Strategy=ED, Request Structure=FS2026.04 | 0 | 99.24 | 99.86 | 99 | |
| Skill-Stealing Prompt Generation FrameworkScenario Strategy=ED, Request Structure=NO2026.04 | 0 | 99.22 | 79.85 | 99 | |
| Skill-Stealing Prompt Generation FrameworkScenario Strategy=ED, Request Structure=COT2026.04 | 0 | 77.91 | 95.89 | 95 | |
| Skill-Stealing Prompt Generation FrameworkScenario Strategy=HY, Request Structure=FS2026.04 | 0 | 99.11 | 89.85 | 69 | |
| Skill-Stealing Prompt Generation FrameworkScenario Strategy=HY, Request Structure=NO2026.04 | 0 | 99.27 | 79.89 | 99 | |
| Skill-Stealing Prompt Generation FrameworkScenario Strategy=HY, Request Structure=COT2026.04 | 0 | 81.07 | 96.45 | 93 | |
| Skill-Stealing Prompt Generation FrameworkScenario Strategy=NO, Request Structure=FS2026.04 | 0 | 82.35 | 74.43 | 86 | |
| Skill-Stealing Prompt Generation FrameworkScenario Strategy=NO, Request Structure=NO2026.04 | 0 | 99.68 | 59.96 | 99 | |
| Skill-Stealing Prompt Generation FrameworkScenario Strategy=NO, Request Structure=COT2026.04 | 0 | 79.85 | 96.65 | 94 | |
| Skill-Stealing Prompt Generation FrameworkScenario Strategy=RP, Request Structure=FS2026.04 | 0 | 90.23 | 97.27 | 92 | |
| Skill-Stealing Prompt Generation FrameworkScenario Strategy=RP, Request Structure=NO2026.04 | 0 | 99.34 | 39.89 | 99 | |
| Skill-Stealing Prompt Generation FrameworkScenario Strategy=RP, Request Structure=COT2026.04 | 0 | 84.16 | 97.35 | 96 |