Combining Secret Sharing and Garbled Circuits for Efficient Private IEEE 754 Floating-Point Computations

被引：21

作者：

Pullonen, Pille ^{[1
,2
]}

Siim, Sander ^{[1
,2
]}

机构：

[1] Cybernetica AS, Tartu, Estonia

[2] Univ Tartu, EE-50090 Tartu, Estonia

来源：

FINANCIAL CRYPTOGRAPHY AND DATA SECURITY (FC 2015) | 2015年 / 8976卷

关键词：

D O I：

10.1007/978-3-662-48051-9_13

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Two of the major branches in secure multi-party computation research are secret sharing and garbled circuits. This work succeeds in combining these to enable seamlessly switching to the technique more efficient for the required functionality. As an example, we add garbled circuits based IEEE 754 floating-point numbers to a secret sharing environment achieving very high efficiency and the first, to our knowledge, fully IEEE 754 compliant secure floating-point implementation.

引用

页码：172 / 183

页数：12

共 25 条

[1]

Aliasgari M., 2013, P NDSS 2013 INT SOC

[2]

[Anonymous], 1991, ACM computing surveys (CSUR), DOI DOI 10.1145/116825.116852]5

[3]

Bellare M., 2012, ACM CCS 2012, P784, DOI [DOI 10.1145/2382196.2382279, 10.1145/2382196.2382279.]

[4] Efficient Garbling from a Fixed-Key Blockcipher [J].

Bellare, Mihir ;

Viet Tung Hoang ;

Keelveedhi, Sriram ;

Rogaway, Phillip .

2013 IEEE SYMPOSIUM ON SECURITY AND PRIVACY (SP), 2013, :478-492

[5]

Ben-David A, 2008, CCS'08: PROCEEDINGS OF THE 15TH ACM CONFERENCE ON COMPUTER AND COMMUNICATIONS SECURITY, P257

[6]

Bogdanov D., 2013, P 1 ACM WORKSHOP LAN, P23

[7]

Bogdanov D., 2013, THESIS U TARTU TARTU

[8]

Bogdanov D., 2014, P CSF 2014 IEEE COMP

[9] High-performance secure multi-party computation for data mining applications [J].

Bogdanov, Dan ;

Niitsoo, Margus ;

Toft, Tomas ;

Willemson, Jan .

INTERNATIONAL JOURNAL OF INFORMATION SECURITY, 2012, 11 (06) :403-418

[10]

Damgård I, 2012, LECT NOTES COMPUT SC, V7417, P643

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