Title
Quadratic Optimization Using Additive Homomorphic Encryption in CPS
Abstract
In this paper, we propose a secure protocol to compute the quadratic optimization in a three-party outsourcing architecture in cyber-physical systems. To enable the real-world implementation, a fixed-point expression is given to represent the input of the protocol. Based on this, we define the recovery operations for decryption, addition, and multiplication. Considering the three-party-involved computation, we thoroughly analyze the privacy issues during the interaction processes. Then, the secure protocol is developed by designing encrypted addition, multiplication, and comparison based on the additive homomorphic encryption scheme. Finally, we propose a sufficient condition only related to the parameters of the fixed-point expression to guarantee that the recovered result is correct.
Year
DOI
Venue
2022
10.23919/ASCC56756.2022.9828190
2022 13th Asian Control Conference (ASCC)
Keywords
DocType
ISSN
Homomorphic Encryption,Quadratic Optimization,Secure Protocol,Outsourcing
Conference
2770-8365
ISBN
Citations 
PageRank 
978-1-6654-9134-1
0
0.34
References 
Authors
5
5
Name
Order
Citations
PageRank
Zhenyong Zhang101.35
Xin Che200.34
Xuguo Jiao300.68
Wanke Yu400.34
Liang Wan500.34