RAG Poisoning Attack (Document-Level Targeting) on TiEBe
92.6RSR@5CorpusPoisoning
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CorpusPoisoningRetriever=Qwen3-Embedding-8B, Backend LLM=GPT-4o mini2025.12 | 92.6 | 16.09 | 11.56 | 4.54 | |
| PoisonedRAG-BRetriever=Qwen3-Embedding-8B, Backend LLM=GPT-4o mini2025.12 | 92.5 | 9.08 | 12.76 | 5.4 | |
| Prompt InjectionRetriever=Qwen3-Embedding-8B, Backend LLM=GPT-4o mini2025.12 | 92.4 | 2.16 | 11.04 | 4.72 | |
| MIRAGERetriever=Qwen3-Embedding-8B, Backend LLM=GPT-4o mini2025.12 | 89.7 | 13.94 | 17.5 | 5.44 | |
| PARADOXRetriever=Qwen3-Embedding-8B, Backend LLM=GPT-4o mini2025.12 | 66 | 1.21 | 6.52 | 4.45 | |
| DIGARetriever=Qwen3-Embedding-8B, Backend LLM=GPT-4o mini2025.12 | 2.8 | 0 | 0 | 1.52 | |
| GCG AttackRetriever=Qwen3-Embedding-8B, Backend LLM=GPT-4o mini2025.12 | 0 | — | — | 1.61 |