Knowledge Corruption Attack on MS-MARCO
100ASRnanoGCG-OPT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| nanoGCG-OPTLLM=Llama-3.1-8B-Instruct2026.04 | 100 | 67 | 919.2 | |
| FlashRTLLM=Llama-3.1-8B-Instruct2026.04 | 100 | 26.1 | 350.3 | |
| nanoGCGLLM=Llama-3.1-8B-Instruct2026.04 | 84 | 65.3 | 2,227.5 | |
| Context ClippingLLM=Llama-3.1-8B-Instruct2026.04 | 72 | 27 | 350.6 | |
| Heuristic AttackLLM=Llama-3.1-8B-Instruct2026.04 | 50 | 0 | 0 |