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Benchmarks
Bit-flip Inference Cost Attack on Alpaca (test)
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1,117
Avg Length (Original)
BitHydra
169.56
415.53
661.5
907.47
May 22, 2025
Avg Length (Original)
Bit Flip Count
Avg Length (Attacked)
Max Success Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg Length (Original)
Bit Flip Count
Avg Length (Attacked)
Max Success Rate
BitHydra
Model=DeepSeek, Size (...
2025.05
1,117
1
2,048
100
BitHydra
Model=DeepSeek, Size (...
2025.05
385
2
2,011
98
BitHydra
Model=DeepSeek, Size (...
2025.05
384
4
2,034
99
BitHydra
Model=Qwen2.5, Size (B...
2025.05
265
1
2,013
98
BitHydra
Model=Llama3, Size (B)...
2025.05
260
1
2,048
100
BitHydra
Model=Qwen1.5, Size (B...
2025.05
254
2
1,991
97
BitHydra
Model=Mistral, Size (B...
2025.05
250
2
2,033
99
BitHydra
Model=Samantha, Size (...
2025.05
243
3
1,944
93
BitHydra
Model=Vicuna1.3, Size...
2025.05
215
2
1,874
90
BitHydra
Model=Qwen1.5, Size (B...
2025.05
206
1
2,009
98
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