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ResearchFormerly WizWand

Traceback (Prompt Injection Attacks) on QMSum

99PrecisionRAGOrigin
-3.876822.831649.5476.2484Aug 5, 2025
Updated 6mo ago

Evaluation results

MethodLinks
RAGOrigin2025.0899789.5
AttnTrace2025.08997819.4
RAGForensics2025.086047323
STCLLM=Qwen-2-7B-Instruct2025.080.940.753.8
AttnTraceLLM=Qwen-2-7B-Instruct2025.080.940.7517.3
TracLLMLLM=Qwen-2-7B-Instruct2025.080.930.75365.4
AT2LLM=Qwen-2-7B-Instruct2025.080.840.662.4
LIME/Context-CiteLLM=Qwen-2-7B-Instruct2025.080.740.59340.1
ShapleyLLM=Qwen-2-7B-Instruct2025.080.730.62462.2
DAALLM=Qwen-2-7B-Instruct2025.080.680.541.6
LOOLLM=Qwen-2-7B-Instruct2025.080.360.28169.1
Self-CitationLLM=Qwen-2-7B-Instruct2025.080.110.083.4
GradientLLM=Qwen-2-7B-Instruct2025.080.080.076.6