ResearchBenchmarksSecure LLM Inference on LLaMA 8B 3.1Secure LLM Inference on LLaMA 8B 3.1Follow6,517Sigma (ms)Sigma6,278.567,888.039,497.511,106.97Jun 8, 2026Evaluation resultsMethodMethodLinksSigma (ms)FuseFSS (ms)SpeedupSigma Key Size (GB)FuseFSS Key Size (GB)Sigma Keygen Time (s)FuseFSS Keygen Time (s)Keygen SpeedupSigmaSeq=16Seq=162026.066,517——86.78—4.57——SigmaSeq=32Seq=322026.068,504——116.31—5.47——SigmaSeq=64Seq=642026.0612,478——175.37—7.27——FuseFSSSeq=16Seq=162026.06—6,2131.05—83.09—4.31.06FuseFSSSeq=32Seq=322026.06—7,6831.11—108.74—5.061.08FuseFSSSeq=64Seq=642026.06—10,6231.17—160.04—6.581.11