Tool Selection Attack on MetaTool (test)
97.2TDRToolFlood
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ToolFloodAverage injection budget (Avg. B)=171, Poisoning rate (Avg. PR)=86.3%, Retriever=text-embedding-3-small, Top-k=52026.03 | 97.2 | 99.6 | 99.4 | 99 | |
| PoisonedRAGAverage injection budget (Avg. B)=100, Poisoning rate (Avg. PR)=50%, Retriever=text-embedding-3-small, Top-k=52026.03 | 95 | 98.1 | 98.3 | 98.1 | |
| Random-Sybil InjectionAverage injection budget (Avg. B)=200, Poisoning rate (Avg. PR)=100%, Retriever=text-embedding-3-small, Top-k=52026.03 | 1.6 | 4.6 | 3.8 | 4 |