Hardware Obfuscation on OMLA
9.24Area Overhead (%)NetDeTox
Evaluation Results
| Method | Links | |
|---|---|---|
| NetDeToxCase=c2670, LLM Backend=LLaMA-4 Maverick 17B2025.11 | 9.24 | |
| NetDeToxCase=c2670, LLM Backend=GPT-52025.11 | 10.15 | |
| NetDeToxCase=c2670, LLM Backend=Deepseek-V32025.11 | 11.12 | |
| NetDeToxCase=c3540, LLM Backend=GPT-4o-mini2025.11 | 17.57 | |
| NetDeToxCase=c3540, LLM Backend=GPT-52025.11 | 23.61 | |
| NetDeToxCase=c1908, LLM Backend=LLaMA-4 Maverick 17B2025.11 | 24.79 | |
| NetDeToxCase=c3540, LLM Backend=LLaMA-4 Maverick 17B2025.11 | 28.96 | |
| NetDeToxCase=c1908, LLM Backend=Gemini-2.5 Flash2025.11 | 32.5 | |
| NetDeToxCase=c3540, LLM Backend=Qwen-3 235B2025.11 | 34.04 | |
| NetDeToxCase=c3540, LLM Backend=Deepseek-V32025.11 | 34.44 | |
| NetDeToxCase=c3540, LLM Backend=Gemini-2.5 Flash2025.11 | 35 | |
| NetDeToxCase=c2670, LLM Backend=GPT-4o-mini2025.11 | 39.69 | |
| NetDeToxCase=c1908, LLM Backend=Qwen-3 235B2025.11 | 42.01 | |
| NetDeToxCase=c1908, LLM Backend=Deepseek-V32025.11 | 43.54 | |
| NetDeToxCase=c1908, LLM Backend=GPT-4o-mini2025.11 | 44.51 | |
| AttackGNNCase=c35402025.11 | 50.57 | |
| NetDeToxCase=c1908, LLM Backend=GPT-52025.11 | 59.51 | |
| NetDeToxCase=c2670, LLM Backend=Gemini-2.5 Flash2025.11 | 69.87 | |
| NetDeToxCase=c1355, LLM Backend=GPT-52025.11 | 72.55 | |
| NetDeToxCase=c2670, LLM Backend=Qwen-3 235B2025.11 | 75.89 | |
| AttackGNNCase=c26702025.11 | 77.23 | |
| AttackGNNCase=c19082025.11 | 80.28 | |
| NetDeToxCase=c1355, LLM Backend=Qwen-3 235B2025.11 | 106.61 | |
| NetDeToxCase=c1355, LLM Backend=Gemini-2.5 Flash2025.11 | 111.59 | |
| NetDeToxCase=c1355, LLM Backend=LLaMA-4 Maverick 17B2025.11 | 116.64 | |
| AttackGNNCase=c13552025.11 | 121.93 | |
| NetDeToxCase=c1355, LLM Backend=GPT-4o-mini2025.11 | 138.88 | |
| NetDeToxCase=c1355, LLM Backend=Deepseek-V32025.11 | 144.48 |