ResearchBenchmarksFrequency Estimation (Qhist) on Synthetic Gauss distributionFrequency Estimation (Qhist) on Synthetic Gauss distributionFollow2.59Relative Error (No Attacker)LWY2.47363.25934.0454.8307May 1, 2026Evaluation resultsMethodMethodLinksRelative Error (No Attacker)Relative Error (With Attacker)Number of Messages (#Msgs)Number of Bits (#Bits)LWYProtocol=LWYProtocol=LWY2026.052.5999.8766.8854Ours+LWYProtocol=Ours+LWYProtocol=Ours+LWY2026.055.020.58514.8369CZProtocol=CZProtocol=CZ2026.055.55.8332