Canary Leakage Evaluation on Code Canary (train)
0Leakage RateNonDPFT
Evaluation Results
| Method | Links | |
|---|---|---|
| NonDPFTModel=Qwen2.5-Coder-7B, Count=5, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCodeModel=Qwen2.5-Coder-7B, Count=5, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCode++Model=Qwen2.5-Coder-7B, Count=5, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCodeModel=Qwen2.5-Coder-7B, Count=10, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCode++Model=Qwen2.5-Coder-7B, Count=10, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCodeModel=Qwen2.5-Coder-7B, Count=100, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCode++Model=Qwen2.5-Coder-7B, Count=100, Privacy Budget (epsilon)=42026.06 | 0 | |
| NonDPFTModel=CodeGemma-7B, Count=5, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCodeModel=CodeGemma-7B, Count=5, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCode++Model=CodeGemma-7B, Count=5, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCodeModel=CodeGemma-7B, Count=10, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCode++Model=CodeGemma-7B, Count=10, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCodeModel=CodeGemma-7B, Count=100, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCode++Model=CodeGemma-7B, Count=100, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCodeModel=CodeQwen1.5-7B, Count=5, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCode++Model=CodeQwen1.5-7B, Count=5, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCodeModel=CodeQwen1.5-7B, Count=10, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCode++Model=CodeQwen1.5-7B, Count=10, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCodeModel=CodeQwen1.5-7B, Count=100, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCode++Model=CodeQwen1.5-7B, Count=100, Privacy Budget (epsilon)=42026.06 | 0 | |
| NonDPFTModel=DS-Coder-6.7B, Count=5, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCodeModel=DS-Coder-6.7B, Count=5, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCode++Model=DS-Coder-6.7B, Count=5, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCodeModel=DS-Coder-6.7B, Count=10, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCode++Model=DS-Coder-6.7B, Count=10, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCodeModel=DS-Coder-6.7B, Count=100, Privacy Budget (epsilon)=42026.06 | 0 | |
| PrivCode++Model=DS-Coder-6.7B, Count=100, Privacy Budget (epsilon)=42026.06 | 0 | |
| NonDPFTModel=CodeGemma-7B, Count=10, Privacy Budget (epsilon)=42026.06 | 40 | |
| NonDPFTModel=CodeQwen1.5-7B, Count=5, Privacy Budget (epsilon)=42026.06 | 40 | |
| NonDPFTModel=DS-Coder-6.7B, Count=10, Privacy Budget (epsilon)=42026.06 | 40 | |
| NonDPFTModel=CodeGemma-7B, Count=100, Privacy Budget (epsilon)=42026.06 | 60 | |
| NonDPFTModel=DS-Coder-6.7B, Count=100, Privacy Budget (epsilon)=42026.06 | 60 | |
| NonDPFTModel=Qwen2.5-Coder-7B, Count=10, Privacy Budget (epsilon)=42026.06 | 80 | |
| NonDPFTModel=Qwen2.5-Coder-7B, Count=100, Privacy Budget (epsilon)=42026.06 | 80 | |
| NonDPFTModel=CodeQwen1.5-7B, Count=10, Privacy Budget (epsilon)=42026.06 | 100 | |
| NonDPFTModel=CodeQwen1.5-7B, Count=100, Privacy Budget (epsilon)=42026.06 | 100 |