Cryptology ePrint Archive: Report 2021/174

Smart Contracts for Incentivized Outsourcing of Computation

Alptekin Küpçü and Reihaneh Safavi-Naini

Abstract: Outsourcing computation allows a resource limited client to expand its computational capabilities by outsourcing computation to other nodes or clouds. A basic requirement of outsourcing is providing assurance that the computation result is correct. We consider a smart contract based outsourcing system that achieves assurance by replicating the computation on two servers and accepts the computation result if the two responses match. Correct computation result is obtained by using incentivization to instigate correct behaviour in servers. We show that all previous replication based incentivized outsourcing protocols with proven correctness, fail when automated by a smart contract because of the copy attack where a contractor simply copies the submitted response of the other contractor. We then design an incentivization mechanism that uses two lightweight challenge-response protocols that are used when the submitted results are compared, and employs monetary rewards, fines, and bounties to incentivize correct computation. We use game theory to model and analyze our mechanism, and prove that with appropriate choices of the mechanism parameters, there is a single Nash equilibrium corresponding to the contractors’ strategy of correctly computing the result. Our work provides a foundation for replicated incentivized computation in the smart contract setting and opens new research directions.

Category / Keywords: applications / smart contract, outsourced computation, incentivized computation, game theory, mechanism design, verifiable computation

Date: received 18 Feb 2021, last revised 26 Mar 2021

Contact author: kupcu at acm org

Available format(s): PDF | BibTeX Citation

Version: 20210326:175200 (All versions of this report)

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