STDA: Secure Time Series Data Analytics with practical efficiency in wide-area network

• Main Authors: LI, Xiaoguo, HUANG Zixi, ZHAO, Bowen, YANG, Guomin, XIANG, Tao, DENG, Robert H.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Complexity theory; Cryptography; Data analysis; Dynamic Time Warping Distance; Optimization; Protocols; Secure Comparison; Secure Computation; Servers; Time series analysis; Information Security; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/8499
• Institution: Singapore Management University

Time series data analytics technology significantly benefits modern scientific research, especially in fields such as medical health, financial investment, and transportation. Unfortunately, privacy issues hinder people from handing over the data to a third party for various analytical tasks; becaus...