Privacy-preserving outsourced calculation on floating point numbers

• Main Authors: LIU, Ximeng, DENG, Robert H., DING, Wenxiu, LU, Rongxing
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2016
• Subjects: Outsourcing; cloud computing; cryptographic protocols; data privacy; Computer Sciences; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/3889; https://ink.library.smu.edu.sg/context/sis_research/article/4891/viewcontent/PrivacyPreservingOutsourcedCalFPN_2016_IEEETIFS_afv.pdf
• Institution: Singapore Management University

In this paper, we propose a framework for privacy-preserving outsourced calculation on floating point numbers (POCF). Using POCF, a user can securely outsource the storing and processing of floating point numbers to a cloud server without compromising on the security of the (original) data and the c...