Büscher, Niklas ; Demmler, Daniel ; Katzenbeisser, Stefan ; Kretzmer, David ; Schneider, Thomas (2018)
HyCC: Compilation of Hybrid Protocols for Practical Secure Computation.
25. ACM Conference on Computer and Communications Security (CCS'18). Toronto, Canada (15.10.2018-19.10.2018)
doi: 10.1145/3243734.3243786
Konferenzveröffentlichung, Bibliographie
Kurzbeschreibung (Abstract)
While secure multi-party computation (MPC) is a vibrant research topic and a multitude of practical MPC applications have been presented recently, their development is still a tedious task that requires expert knowledge. Previous works have made first steps in compiling high-level descriptions from various source descriptions into MPC protocols, but only looked at a limited set of protocols. In this work we present HyCC, a tool-chain for automated compilation of ANSI C programs into hybrid protocols that efficiently and securely combine multiple MPC protocols with optimizing compilation, scheduling, and partitioning. As a result, our compiled protocols are able to achieve performance numbers that are comparable to hand-built solutions. For the MiniONN neural network (Liu et al., CCS 2017), our compiler improves performance of the resulting protocol by more than a factor of $3$. Thus, for the first time, highly efficient hybrid MPC becomes accessible for developers without cryptographic background.
| Typ des Eintrags: | Konferenzveröffentlichung |
|---|---|
| Erschienen: | 2018 |
| Autor(en): | Büscher, Niklas ; Demmler, Daniel ; Katzenbeisser, Stefan ; Kretzmer, David ; Schneider, Thomas |
| Art des Eintrags: | Bibliographie |
| Titel: | HyCC: Compilation of Hybrid Protocols for Practical Secure Computation |
| Sprache: | Englisch |
| Publikationsjahr: | Oktober 2018 |
| Verlag: | ACM |
| Buchtitel: | CCS '18: Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security |
| Veranstaltungstitel: | 25. ACM Conference on Computer and Communications Security (CCS'18) |
| Veranstaltungsort: | Toronto, Canada |
| Veranstaltungsdatum: | 15.10.2018-19.10.2018 |
| DOI: | 10.1145/3243734.3243786 |
| URL / URN: | https://encrypto.de/papers/BDKKS18.pdf |
| Kurzbeschreibung (Abstract): | While secure multi-party computation (MPC) is a vibrant research topic and a multitude of practical MPC applications have been presented recently, their development is still a tedious task that requires expert knowledge. Previous works have made first steps in compiling high-level descriptions from various source descriptions into MPC protocols, but only looked at a limited set of protocols. In this work we present HyCC, a tool-chain for automated compilation of ANSI C programs into hybrid protocols that efficiently and securely combine multiple MPC protocols with optimizing compilation, scheduling, and partitioning. As a result, our compiled protocols are able to achieve performance numbers that are comparable to hand-built solutions. For the MiniONN neural network (Liu et al., CCS 2017), our compiler improves performance of the resulting protocol by more than a factor of $3$. Thus, for the first time, highly efficient hybrid MPC becomes accessible for developers without cryptographic background. |
| Freie Schlagworte: | Engineering; E4 |
| Fachbereich(e)/-gebiet(e): | 20 Fachbereich Informatik 20 Fachbereich Informatik > Praktische Kryptographie und Privatheit 20 Fachbereich Informatik > Security Engineering DFG-Sonderforschungsbereiche (inkl. Transregio) DFG-Sonderforschungsbereiche (inkl. Transregio) > Sonderforschungsbereiche Profilbereiche Profilbereiche > Cybersicherheit (CYSEC) LOEWE LOEWE > LOEWE-Zentren LOEWE > LOEWE-Zentren > CRISP - Center for Research in Security and Privacy DFG-Sonderforschungsbereiche (inkl. Transregio) > Sonderforschungsbereiche > SFB 1119: CROSSING – Kryptographiebasierte Sicherheitslösungen als Grundlage für Vertrauen in heutigen und zukünftigen IT-Systemen |
| Hinterlegungsdatum: | 25 Jul 2018 11:16 |
| Letzte Änderung: | 30 Jul 2024 10:53 |
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