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Breaking the O(n∣C∣) Barrier for Unconditionally Secure Asynchronous Multiparty Computation (Extended Abstract)

机译:打破O(n∣C∣)障碍,实现无条件安全的异步多方计算(扩展摘要)

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In PODC 2012, Dani et al. presented an unconditionally secure multiparty computation (MPC) protocol, which allows a set of n parties to securely evaluate any arithmetic circuit C of size ∣C∣ on their private inputs, even in the presence of a computationally unbounded malicious adversary who can corrupt upto t < (1/3 - ε)n parties, for any given non-zero e with 0 < ε < 1/3. The total circuit-dependent communication complexity of their protocol is O(PolyLog(n) • ∣C∣), which is a significant improvement over the standard MPC protocols, which has circuit-dependent complexity of the form O(Poly(n) • ∣C∣). The key innovation in their protocol is that instead of following the standard method of having every party communicate with every other party for evaluating each gate of C, it is sufficient to involve only a small subset of parties of size θ(PolyLog(n)) to communicate with each other for evaluating each gate of the circuit. The protocol was presented in a synchronous setting and it was left as an open problem to design an asynchronous MPC (AMPC) protocol, with a similar characteristic. In this work, we solve this open problem by presenting the first unconditionally secure AMPC protocol where the circuit dependent complexity is O(PolyLog(n) • ∣C∣).
机译:在PODC 2012中,Dani等人。提出了一种无条件安全的多方计算(MPC)协议,该协议允许一组n个方在其私有输入上安全地评估大小为∣C∣的任何算术电路C,即使存在可以破坏最多t个计算无界的恶意对手的情况<(1/3-ε)n方,对于任何给定的0 <ε<1/3的非零e。它们的协议的总的与电路有关的通信复杂度为O(PolyLog(n)•∣C∣),这是对标准MPC协议的重大改进,标准MPC协议的形式与电路有关的复杂度为O(Poly(n) ∣C∣)。他们协议中的关键创新在于,与其遵循使每一方与另一方进行通信以评估C的每个门的标准方法,仅涉及一小部分大小为θ(PolyLog(n))的各方就足够了彼此通信以评估电路的每个门。该协议是在同步设置中提出的,因此,设计具有类似特性的异步MPC(AMPC)协议是一个悬而未决的问题。在这项工作中,我们通过提出第一个无条件安全的AMPC协议来解决这个开放问题,该协议的电路相关复杂度为O(PolyLog(n)•∣C∣)。

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