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Benchmarks
Secure LLM Inference on LLaMA 7B
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6,053
Sigma Latency (ms)
Sigma
5,858.36
7,172.18
8,486
9,799.82
Jun 8, 2026
Sigma Latency (ms)
FuseFSS Latency (ms)
Inference Speedup
Sigma Key Storage (GB)
FuseFSS Key Storage (GB)
Sigma Key Generation Time (s)
FuseFSS Key Generation Time (s)
Key Generation Speedup
Updated 1mo ago
Evaluation Results
Method
Method
Links
Sigma Latency (ms)
FuseFSS Latency (ms)
Inference Speedup
Sigma Key Storage (GB)
FuseFSS Key Storage (GB)
Sigma Key Generation Time (s)
FuseFSS Key Generation Time (s)
Key Generation Speedup
Sigma
Seq=16
2026.06
6,053
-
-
71.63
-
4.31
-
-
Sigma
Seq=32
2026.06
7,651
-
-
95.74
-
4.78
-
-
Sigma
Seq=64
2026.06
10,919
-
-
146.1
-
6.38
-
-
FuseFSS
Seq=16
2026.06
-
5,567
1.09
-
68.95
-
3.93
1.1
FuseFSS
Seq=32
2026.06
-
6,512
1.17
-
90.17
-
4.17
1.15
FuseFSS
Seq=64
2026.06
-
8,927
1.22
-
134.19
-
5.09
1.25
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