Malicious Code Generation Detection on Malicious Code Generation Primary Suffix
52Benign ProbabilityPG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PGModel=Llama-3.1-8B-Instruct2026.06 | 52 | — | — | |
| PGModel=Vicuna-7B-v1.52026.06 | 45 | — | — | |
| PGModel=Gemma-2B-IT2026.06 | 43 | — | — | |
| PGModel=Llama-3.2-3B-Instruct2026.06 | 42 | — | — | |
| PGModel=Phi-3-mini-128k-Instruct2026.06 | 29 | — | — | |
| DeltaGuardModel=Phi-3-mini-128k-Instruct2026.06 | 4 | — | — | |
| DeltaGuardModel=Gemma-2B-IT2026.06 | 3 | — | — | |
| DeltaGuardModel=Llama-3.2-3B-Instruct2026.06 | 3 | — | — | |
| DeltaGuardModel=Vicuna-7B-v1.52026.06 | 0 | — | — | |
| DeltaGuardModel=Llama-3.1-8B-Instruct2026.06 | 0 | — | — | |
| DeltaGuardModel=google/gemma-2b-it2025.12 | — | — | 0.03 | |
| DeltaGuardModel=lmsys/vicuna-7b-v1.52025.12 | — | — | 0 | |
| DeltaGuardModel=meta-llama/Llama-3.1-8B-instruct2025.12 | — | — | 0 | |
| DeltaGuardModel=meta-llama/Llama-3.2-3B-instruct2025.12 | — | — | 0.03 | |
| DeltaGuardModel=microsoft/Phi-3-mini-128k-instruct2025.12 | — | — | 0.04 | |
| Prompt GuardModel=google/gemma-2b-it2025.12 | — | 0.43 | — | |
| Prompt GuardModel=lmsys/vicuna-7b-v1.52025.12 | — | 0.45 | — | |
| Prompt GuardModel=meta-llama/Llama-3.1-8B-instruct2025.12 | — | 0.52 | — | |
| Prompt GuardModel=meta-llama/Llama-3.2-3B-instruct2025.12 | — | 0.42 | — | |
| Prompt GuardModel=microsoft/Phi-3-mini-128k-instruct2025.12 | — | 0.29 | — |