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Benchmarks
Secure LLM Inference on LLaMA 8B 3.1
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6,517
Sigma (ms)
Sigma
6,278.56
7,888.03
9,497.5
11,106.97
Jun 8, 2026
Sigma (ms)
FuseFSS (ms)
Speedup
Sigma Key Size (GB)
FuseFSS Key Size (GB)
Sigma Keygen Time (s)
FuseFSS Keygen Time (s)
Keygen Speedup
Updated 1mo ago
Evaluation Results
Method
Method
Links
Sigma (ms)
FuseFSS (ms)
Speedup
Sigma Key Size (GB)
FuseFSS Key Size (GB)
Sigma Keygen Time (s)
FuseFSS Keygen Time (s)
Keygen Speedup
Sigma
Seq=16
2026.06
6,517
-
-
86.78
-
4.57
-
-
Sigma
Seq=32
2026.06
8,504
-
-
116.31
-
5.47
-
-
Sigma
Seq=64
2026.06
12,478
-
-
175.37
-
7.27
-
-
FuseFSS
Seq=16
2026.06
-
6,213
1.05
-
83.09
-
4.3
1.06
FuseFSS
Seq=32
2026.06
-
7,683
1.11
-
108.74
-
5.06
1.08
FuseFSS
Seq=64
2026.06
-
10,623
1.17
-
160.04
-
6.58
1.11
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