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Attack Success Rate Evaluation on 40 diverse smartphone tasks Total
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95.8
Target Attack Success Rate (Tasr)
HG-IDA*
-3.832
22.034
47.9
73.766
Oct 9, 2025
Target Attack Success Rate (Tasr)
Response Attack Success Rate (Rasr)
Updated 9d ago
Evaluation Results
Method
Method
Links
Target Attack Success Rate (Tasr)
Response Attack Success Rate (Rasr)
HG-IDA*
Target Model=Gemini-2....
2025.10
95.8
91.7
HG-IDA*
Target Model=Deepseek-VL2
2025.10
79.2
20.8
HG-IDA*
Target Model=GPT-4o
2025.10
75
66.7
DA
Target Model=Gemini-2....
2025.10
58.3
25
Prefix
Target Model=Gemini-2....
2025.10
50
29.2
GCG
Target Model=Gemini-2....
2025.10
37.5
20.8
HG-IDA*
Target Model=LLaVA-One...
2025.10
37.5
33.3
DA
Target Model=LLaVA-One...
2025.10
20.8
20.8
GCG
Target Model=LLaVA-One...
2025.10
12.5
12.5
DA
Target Model=Deepseek-VL2
2025.10
4.2
4.2
GCG
Target Model=Deepseek-VL2
2025.10
4.2
4.2
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
Prefix
Target Model=Deepseek-VL2
2025.10
0
0
Prefix
Target Model=LLaVA-One...
2025.10
0
0
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