Songhori, Ebrahim ; Riazi, M. Sadegh ; Hussain, Siam ; Sadeghi, Ahmad-Reza ; Koushanfar, Farinaz (2019):
ARM2GC: Succinct Garbled Processor for Secure Computation.
Las Vegas, USA, Design Automation Conference (DAC), 2019 56th ACM/EDAC/IEEE, Las Vegas, USA, June, 2.-6., [Conference or Workshop Item]
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 the gates whose outputs are 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.
| Item Type: | Conference or Workshop Item |
|---|---|
| Erschienen: | 2019 |
| Creators: | Songhori, Ebrahim ; Riazi, M. Sadegh ; Hussain, Siam ; Sadeghi, Ahmad-Reza ; Koushanfar, Farinaz |
| Title: | ARM2GC: Succinct Garbled Processor for Secure Computation |
| Language: | English |
| 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 the gates whose outputs are 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. |
| Place of Publication: | Las Vegas, USA |
| Uncontrolled Keywords: | Primitives; P3 |
| Divisions: | 20 Department of Computer Science 20 Department of Computer Science > System Security Lab DFG-Collaborative Research Centres (incl. Transregio) DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres Profile Areas Profile Areas > Cybersecurity (CYSEC) DFG-Collaborative Research Centres (incl. Transregio) > Collaborative Research Centres > CRC 1119: CROSSING – Cryptography-Based Security Solutions: Enabling Trust in New and Next Generation Computing Environments |
| Event Title: | Design Automation Conference (DAC), 2019 56th ACM/EDAC/IEEE |
| Event Location: | Las Vegas, USA |
| Event Dates: | June, 2.-6. |
| Date Deposited: | 06 Feb 2019 10:07 |
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