Subgraph Reconstruction Attack on Enron
85.9PrecisionGRASP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GRASPTarget LLM=Claude Haiku 4.5, Matching Criterion=Naïve2026.02 | 85.9 | 81.2 | 83.5 | |
| GRASPTarget LLM=Claude Haiku 4.5, Matching Criterion=RType2026.02 | 84.8 | 81.1 | 82.9 | |
| GRASPTarget LLM=GPT5-mini, Matching Criterion=Naïve2026.02 | 77 | 68.4 | 72.4 | |
| GRASPTarget LLM=GPT5-mini, Matching Criterion=RType2026.02 | 74.8 | 67.9 | 71.2 | |
| GRASPTarget LLM=Qwen3 30B, Matching Criterion=Naïve2026.02 | 73.1 | 76.6 | 74.8 | |
| GRASPTarget LLM=Qwen3 30B, Matching Criterion=RType2026.02 | 70.8 | 76 | 73.3 | |
| GRASPTarget LLM=GPT4o-mini, Matching Criterion=Naïve2026.02 | 68.8 | 68.2 | 68.5 | |
| GRASPTarget LLM=GPT4o-mini, Matching Criterion=RType2026.02 | 64.9 | 66.4 | 65.6 | |
| WormTarget LLM=Qwen3 30B, Matching Criterion=Naïve2026.02 | 51.2 | 66.4 | 53.8 | |
| WormTarget LLM=GPT4o-mini, Matching Criterion=Naïve2026.02 | 46.9 | 52.5 | 46.6 | |
| WormTarget LLM=Qwen3 30B, Matching Criterion=RType2026.02 | 46.2 | 65 | 49.6 | |
| FGTarget LLM=Qwen3 30B, Matching Criterion=Naïve2026.02 | 39.6 | 63 | 46 | |
| FGTarget LLM=GPT4o-mini, Matching Criterion=Naïve2026.02 | 36.8 | 48.6 | 39.8 | |
| WormTarget LLM=GPT4o-mini, Matching Criterion=RType2026.02 | 36.3 | 48.7 | 38.1 | |
| FGTarget LLM=Qwen3 30B, Matching Criterion=RType2026.02 | 29.7 | 60.9 | 37.2 | |
| FGTarget LLM=GPT4o-mini, Matching Criterion=RType2026.02 | 29.1 | 46.1 | 33.3 | |
| P2Target LLM=Qwen3 30B, Matching Criterion=Naïve2026.02 | 22.3 | 11.1 | 14.8 | |
| P4Target LLM=Qwen3 30B, Matching Criterion=Naïve2026.02 | 20.6 | 51.8 | 29.4 | |
| P3Target LLM=Qwen3 30B, Matching Criterion=Naïve2026.02 | 20.4 | 52.6 | 29.4 | |
| P1Target LLM=Claude Haiku 4.5, Matching Criterion=Naïve2026.02 | 19.8 | 32.9 | 24.7 | |
| FGTarget LLM=Claude Haiku 4.5, Matching Criterion=Naïve2026.02 | 19 | 31.5 | 21.3 | |
| P3Target LLM=Claude Haiku 4.5, Matching Criterion=Naïve2026.02 | 16.4 | 28.6 | 20.8 | |
| P4Target LLM=Claude Haiku 4.5, Matching Criterion=Naïve2026.02 | 15.8 | 26.9 | 19.9 | |
| WormTarget LLM=Claude Haiku 4.5, Matching Criterion=Naïve2026.02 | 15.4 | 29.9 | 18.9 | |
| P2Target LLM=Claude Haiku 4.5, Matching Criterion=Naïve2026.02 | 13.4 | 24.2 | 17.2 | |
| P1Target LLM=Qwen3 30B, Matching Criterion=Naïve2026.02 | 12.6 | 40.9 | 19.3 | |
| P2Target LLM=Qwen3 30B, Matching Criterion=RType2026.02 | 11.9 | 3.2 | 5 | |
| P2Target LLM=GPT5-mini, Matching Criterion=Naïve2026.02 | 11.7 | 35.2 | 17.6 | |
| P4Target LLM=GPT4o-mini, Matching Criterion=Naïve2026.02 | 11.6 | 16.6 | 13.6 | |
| P1Target LLM=GPT4o-mini, Matching Criterion=Naïve2026.02 | 10.6 | 20.7 | 14 | |
| P1Target LLM=GPT5-mini, Matching Criterion=Naïve2026.02 | 10.3 | 31.6 | 15.5 | |
| P4Target LLM=GPT5-mini, Matching Criterion=Naïve2026.02 | 9.5 | 27.1 | 14.1 | |
| WormTarget LLM=GPT5-mini, Matching Criterion=Naïve2026.02 | 9.2 | 27.5 | 13 | |
| P3Target LLM=GPT5-mini, Matching Criterion=Naïve2026.02 | 8.8 | 25.8 | 13.1 | |
| FGTarget LLM=GPT5-mini, Matching Criterion=Naïve2026.02 | 8.1 | 21.3 | 11.1 | |
| P3Target LLM=GPT4o-mini, Matching Criterion=Naïve2026.02 | 7 | 11.9 | 8.8 | |
| P4Target LLM=Qwen3 30B, Matching Criterion=RType2026.02 | 4.7 | 17.2 | 7.4 | |
| P3Target LLM=Qwen3 30B, Matching Criterion=RType2026.02 | 3.6 | 19.5 | 6.1 | |
| P2Target LLM=GPT4o-mini, Matching Criterion=Naïve2026.02 | 0.5 | 0.2 | 0.3 | |
| P4Target LLM=GPT4o-mini, Matching Criterion=RType2026.02 | 0.4 | 1.5 | 0.6 | |
| P4Target LLM=GPT5-mini, Matching Criterion=RType2026.02 | 0.3 | 1.1 | 0.4 | |
| WormTarget LLM=Claude Haiku 4.5, Matching Criterion=RType2026.02 | 0.2 | 0.9 | 0.3 | |
| P1Target LLM=Qwen3 30B, Matching Criterion=RType2026.02 | 0.2 | 1.1 | 0.3 | |
| P1Target LLM=GPT4o-mini, Matching Criterion=RType2026.02 | 0.1 | 0.5 | 0.1 | |
| P2Target LLM=GPT5-mini, Matching Criterion=RType2026.02 | 0.1 | 0.6 | 0.2 | |
| P2Target LLM=GPT4o-mini, Matching Criterion=RType2026.02 | 0 | 0 | 0 | |
| P3Target LLM=GPT4o-mini, Matching Criterion=RType2026.02 | 0 | 0 | 0 | |
| P1Target LLM=GPT5-mini, Matching Criterion=RType2026.02 | 0 | 0.2 | 0.1 | |
| P3Target LLM=GPT5-mini, Matching Criterion=RType2026.02 | 0 | 0.3 | 0.1 | |
| WormTarget LLM=GPT5-mini, Matching Criterion=RType2026.02 | 0 | 0 | 0 | |
| FGTarget LLM=GPT5-mini, Matching Criterion=RType2026.02 | 0 | 0 | 0 | |
| P1Target LLM=Claude Haiku 4.5, Matching Criterion=RType2026.02 | 0 | 0 | 0 | |
| P2Target LLM=Claude Haiku 4.5, Matching Criterion=RType2026.02 | 0 | 0 | 0 | |
| P3Target LLM=Claude Haiku 4.5, Matching Criterion=RType2026.02 | 0 | 0 | 0 | |
| P4Target LLM=Claude Haiku 4.5, Matching Criterion=RType2026.02 | 0 | 0 | 0 | |
| FGTarget LLM=Claude Haiku 4.5, Matching Criterion=RType2026.02 | 0 | 0 | 0 |