Cryptology ePrint Archive: Report 2017/1157

ARM2GC: High-Level and Reliable Secure Computation Framework

Ebrahim M Songhori and M Sadegh Riazi and Siam U Hussain and Ahmad-Reza Sadeghi and Farinaz Koushanfar

Abstract: We present ARM2GC, a novel secure computation framework based on Yao’s Garbled Circuit (GC) protocol and the ARM processor. It allows users to develop privacy-preserving applications using standard high-level programming languages (e.g., C) and compile them using off-the-shelf ARM compilers (e.g., gcc-arm). The main enabler of this framework is the introduction of SkipGate, an algorithm that dynamically omits the communication and encryption cost of a gate when its output is independent of the private data. SkipGate greatly enhances the performance of ARM2GC by omitting costs of the gates associated with the instructions of the compiled binary, which is known by both parties involved in the computation. Our evaluation on benchmark functions demonstrates that ARM2GC not only outperforms the current GC frameworks that support high-level languages, it also achieves efficiency comparable to the best prior solutions based on hardware description languages. Moreover, in contrast to previous high-level frameworks with domain-specific languages and customized compilers, ARM2GC relies on standard ARM compiler which is rigorously verified and supports programs written in the standard syntax.

Category / Keywords: cryptographic protocols, Privacy-Preserving Computation, Yao’s Garbled Circuit, Secure Processor, ARM

Date: received 28 Nov 2017, last revised 26 Sep 2018

Contact author: siamumar at ucsd edu

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Version: 20180926:202046 (All versions of this report)

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