ResearchBenchmarksSecure LLM Inference on LLaMA 7BSecure LLM Inference on LLaMA 7BFollow6,053Sigma Latency (ms)Sigma5,858.367,172.188,4869,799.82Jun 8, 2026Evaluation resultsMethodMethodLinksSigma Latency (ms)FuseFSS Latency (ms)Inference SpeedupSigma Key Storage (GB)FuseFSS Key Storage (GB)Sigma Key Generation Time (s)FuseFSS Key Generation Time (s)Key Generation SpeedupSigmaSeq=16Seq=162026.066,053——71.63—4.31——SigmaSeq=32Seq=322026.067,651——95.74—4.78——SigmaSeq=64Seq=642026.0610,919——146.1—6.38——FuseFSSSeq=16Seq=162026.06—5,5671.09—68.95—3.931.1FuseFSSSeq=32Seq=322026.06—6,5121.17—90.17—4.171.15FuseFSSSeq=64Seq=642026.06—8,9271.22—134.19—5.091.25