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Attack Success Rate Evaluation on 40 diverse smartphone tasks Generate subcategory
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75
Target ASR
HG-IDA*
-3
17.25
37.5
57.75
Oct 9, 2025
Target ASR
Response ASR
Updated 9d ago
Evaluation Results
Method
Method
Links
Target ASR
Response ASR
HG-IDA*
Target Model=GPT-4o
2025.10
75
50
HG-IDA*
Target Model=Gemini-2....
2025.10
75
75
HG-IDA*
Target Model=Deepseek-VL2
2025.10
75
25
DA
Target Model=Gemini-2....
2025.10
50
0
Prefix
Target Model=Gemini-2....
2025.10
25
0
GCG
Target Model=Gemini-2....
2025.10
25
25
GCG
Target Model=Deepseek-VL2
2025.10
25
25
DA
Target Model=LLaVA-One...
2025.10
25
25
GCG
Target Model=LLaVA-One...
2025.10
25
25
HG-IDA*
Target Model=LLaVA-One...
2025.10
25
25
DA
Target Model=GPT-4o
2025.10
0
0
Prefix
Target Model=GPT-4o
2025.10
0
0
GCG
Target Model=GPT-4o
2025.10
0
0
DA
Target Model=Deepseek-VL2
2025.10
0
0
Prefix
Target Model=Deepseek-VL2
2025.10
0
0
Prefix
Target Model=LLaVA-One...
2025.10
0
0
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