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vdaf

主要针对smc的场景,相对于DP引入noise的模糊统计,vdaf是通过拆分提交-独立计算-合并求值处理。

client -> aggregator -> collector。

client随机机拆分上报n个share给n个aggregator,aggregator整合计算后提交到collector,collector合并计算。

如果client提交share, proof给到aggregator,则为vdaf。

prio

prio

zkp: secret-shared non-interactive proofs (SNIPs)

proof通过f(r), r*g(r), r*h(r)构造r*(f(r)*g(r) - h(r))的validate进行聚合校验。

PLASMA

PLASMA: Private, Lightweight Aggregated Statistics against Malicious Adversaries with Full Security

slides-116-cfrg-plasma



Published

29 May 2023

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