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Benchmarks
Data Extraction Attack on Agent Memory on RAP (test)
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71
Equality Score
ADAM
25.24
37.12
49
60.88
Apr 10, 2026
Equality Score
Extraction Error
Updated 5d ago
Evaluation Results
Method
Method
Links
Equality Score
Extraction Error
ADAM
LLM=ChatGPT-4
2026.04
71
78
ADAM
LLM=Qwen2-72B
2026.04
67
74
ADAM
LLM=Mistral-7B-Instruct
2026.04
61
68
ADAM
LLM=LLaMA2-7B-Chat
2026.04
54
60
Pirate
LLM=ChatGPT-4
2026.04
46
51
Pirate
LLM=Qwen2-72B
2026.04
45
50
Pirate
LLM=Mistral-7B-Instruct
2026.04
41
46
Pirate
LLM=LLaMA2-7B-Chat
2026.04
37
75
MEXTRA
LLM=ChatGPT-4
2026.04
35
39
MEXTRA
LLM=Qwen2-72B
2026.04
31
34
MEXTRA
LLM=Mistral-7B-Instruct
2026.04
29
32
MEXTRA
LLM=LLaMA2-7B-Chat
2026.04
27
30
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