Publications

Detailed Information

Dynamic Controller that Operates over Homomorphically Encrypted Data for Infinite Time Horizon

Cited 0 time in Web of Science Cited 13 time in Scopus
Authors

Kim, Junsoo; Shim, Hyungbo; Han, Kyoohyung

Issue Date
2022-01
Publisher
Institute of Electrical and Electronics Engineers
Citation
IEEE Transactions on Automatic Control
Abstract
IEEEIn this paper, we present dynamic systems over encrypted data that compute the next state and the output using homomorphic properties of the cryptosystem, which has equivalent performance to the linear dynamic controllers over real-valued signals. Assuming that the input as well as the output of the plant is encrypted and transmitted to the system, the state matrix of the system is designed to consist of integers. This allows the proposed dynamic system to operate for infinite time horizon, without decryption or reset of the state. For implementation in practice, the use of cryptosystems based on Learning With Errors problem is considered, which allows both multiplication and addition over encrypted data. The effect of injecting errors during encryption is in turn controlled under closed-loop stability.
ISSN
0018-9286
URI
https://hdl.handle.net/10371/184088
DOI
https://doi.org/10.1109/TAC.2022.3142124
Files in This Item:
There are no files associated with this item.
Appears in Collections:

Altmetrics

Item View & Download Count

  • mendeley

Items in S-Space are protected by copyright, with all rights reserved, unless otherwise indicated.

Share