Deobfuscation on BenignJS + MalJS Manual Verification
100Deobfuscation Success RateJSIMPLIFIER
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| JSIMPLIFIERType=Proposed method2025.12 | 100 | 100 | 83 | 93.78 | 95.84 | |
| GEMType=LLM-based method2025.12 | 99 | 45 | 25 | 76.75 | 78.5 | |
| SDSType=Traditional tool2025.12 | 76 | 76 | 40 | 67.04 | 63.52 | |
| JSTType=Traditional tool2025.12 | 55 | 47 | 26 | 58.06 | 59 | |
| GPTType=LLM-based method2025.12 | 53 | 35 | 26 | 58.35 | 55.5 | |
| ILLType=Traditional tool2025.12 | 41 | 41 | 20 | 74.95 | 79.2 | |
| DSRType=LLM-based method2025.12 | 40 | 35 | 19 | 92.75 | 89.5 |