Poisoning Attack on Graph-Story
84.3ASRKEPo-Multi
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| KEPo-MultiRAG Framework=Naive RAG2026.03 | 84.3 | 82.6 | |
| CorruptRAGRAG Framework=Naive RAG2026.03 | 84.2 | 83.3 | |
| KEPo-SingleRAG Framework=Naive RAG2026.03 | 83.1 | 81.4 | |
| PoisonedRAGRAG Framework=Naive RAG2026.03 | 82.9 | 81.9 | |
| GRAG-PoisonRAG Framework=Naive RAG2026.03 | 80.6 | 77.8 | |
| KEPo-MultiRAG Framework=HippoRAG 22026.03 | 73.2 | 71.5 | |
| KEPo-SingleRAG Framework=HippoRAG 22026.03 | 72.6 | 68.2 | |
| KEPo-MultiRAG Framework=GraphRAG, Search Strategy=Local Search2026.03 | 71.2 | 60.1 | |
| KEPo-SingleRAG Framework=GraphRAG, Search Strategy=Local Search2026.03 | 70.3 | 59.2 | |
| CorruptRAGRAG Framework=HippoRAG 22026.03 | 68.4 | 58.3 | |
| KEPo-MultiRAG Framework=LightRAG, Search Strategy=Local Search2026.03 | 65.1 | 55.4 | |
| KEPo-SingleRAG Framework=LightRAG, Search Strategy=Local Search2026.03 | 63.3 | 53.7 | |
| GRAG-PoisonRAG Framework=HippoRAG 22026.03 | 59.3 | 54.9 | |
| CorruptRAGRAG Framework=LightRAG, Search Strategy=Local Search2026.03 | 58.7 | 43.9 | |
| PoisonedRAGRAG Framework=HippoRAG 22026.03 | 57.7 | 55.2 | |
| GRAG-PoisonRAG Framework=GraphRAG, Search Strategy=Local Search2026.03 | 52.4 | 38.5 | |
| KEPo-MultiRAG Framework=LightRAG, Search Strategy=Global Search2026.03 | 52.3 | 43.2 | |
| PoisonedRAGRAG Framework=GraphRAG, Search Strategy=Local Search2026.03 | 51.5 | 37.4 | |
| KEPo-SingleRAG Framework=LightRAG, Search Strategy=Global Search2026.03 | 50.7 | 41.7 | |
| CorruptRAGRAG Framework=GraphRAG, Search Strategy=Local Search2026.03 | 48.5 | 34.6 | |
| CorruptRAGRAG Framework=LightRAG, Search Strategy=Global Search2026.03 | 47.4 | 40 | |
| KEPo-MultiRAG Framework=GraphRAG, Search Strategy=Global Search2026.03 | 43.9 | 36.2 | |
| KEPo-SingleRAG Framework=GraphRAG, Search Strategy=Global Search2026.03 | 41.6 | 35.9 | |
| GRAG-PoisonRAG Framework=LightRAG, Search Strategy=Local Search2026.03 | 41.4 | 33.6 | |
| GRAG-PoisonRAG Framework=LightRAG, Search Strategy=Global Search2026.03 | 38.4 | 31.7 | |
| PoisonedRAGRAG Framework=LightRAG, Search Strategy=Local Search2026.03 | 36.8 | 31.7 | |
| PoisonedRAGRAG Framework=LightRAG, Search Strategy=Global Search2026.03 | 28.8 | 25.1 | |
| CorruptRAGRAG Framework=GraphRAG, Search Strategy=Global Search2026.03 | 25.7 | 22.3 | |
| PoisonedRAGRAG Framework=GraphRAG, Search Strategy=Global Search2026.03 | 15.4 | 11.2 | |
| GRAG-PoisonRAG Framework=GraphRAG, Search Strategy=Global Search2026.03 | 12.9 | 11.8 |