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ResearchFormerly WizWand

RAG Leakage Attack on ENRON EMAIL

88.3CCLPoR
-3.42820.38644.268.014May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PoRTarget LLM=Gemini-3-flash2026.0588.310088.499.9
PoRTarget LLM=GPT-5.12026.0583.29985.798.1
PoRTarget LLM=o4-mini2026.0573.788.484.996.6
TGTBTarget LLM=Gemini-3-flash2026.0572.388.587.494.2
PoRTarget LLM=Qwen-3-8B2026.0570.287.588.892.2
TGTBTarget LLM=GPT-5.12026.0569.584.58797.3
GEN-PIDETarget LLM=Gemini-3-flash2026.0569.482.584.892.6
RAG-ThiefTarget LLM=Qwen-3-235B2026.0565.398.56699.5
RAG-ThiefTarget LLM=DeepSeek-V32026.0564.497.374.897.1
RAG-ThiefTarget LLM=Qwen-3-8B2026.0564.197.568.698.4
PoRTarget LLM=Qwen-3-235B2026.0546.258.581.293.2
RAG-ThiefTarget LLM=Gemini-3-flash2026.0544.46169.499.9
GEN-PIDETarget LLM=Qwen-3-235B2026.0543.96272.796.7
GEN-PIDETarget LLM=DeepSeek-V32026.0538.849.578.494.9
GEN-PIDETarget LLM=o4-mini2026.0538.447.584.895.3
GEN-PIDETarget LLM=GPT-5.12026.0536.877.547.397.9
GEN-PIDETarget LLM=Qwen-3-8B2026.0535.46653.697.5
RAG-ThiefTarget LLM=o4-mini2026.0528.446.749.399.4
IKEATarget LLM=Gemini-3-flash2026.0523.24848.283.8
TGTBTarget LLM=o4-mini2026.0520.731.783.382.7
DGEATarget LLM=GPT-5.12026.0516.59317.196.3
IKEATarget LLM=GPT-5.12026.0515.42758.981.3
DGEATarget LLM=o4-mini2026.0513.388.516.456.3
DGEATarget LLM=Qwen-3-235B2026.0513.39814.367.5
DGEATarget LLM=Qwen-3-8B2026.0512.483.516.156.7
DGEATarget LLM=Gemini-3-flash2026.0511.28315.251.1
TGTBTarget LLM=Qwen-3-8B2026.0510.41485.586.3
DGEATarget LLM=DeepSeek-V32026.058.154.815.454.5
PoRTarget LLM=DeepSeek-V32026.056.81275.478.6
IKEATarget LLM=Qwen-3-8B2026.05627.54774.5
IKEATarget LLM=o4-mini2026.053.411.552.465
RAG-ThiefTarget LLM=GPT-5.12026.053.3457.696.4
IKEATarget LLM=Qwen-3-235B2026.051.755057.7
IKEATarget LLM=DeepSeek-V32026.0513.848.852.4
TGTBTarget LLM=Qwen-3-235B2026.050.50.587.184.2
TGTBTarget LLM=DeepSeek-V32026.050.10.285.765.6