The work describes applying homomorphic encryption and secret sharing to enable privacy-preserving model predictive control on encrypted measurements for cloud-based systems.
Secure and Private Implementation of Dynamic Controllers Using Semi-Homomorphic Encryption
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abstract
This paper presents a secure and private implementation of linear time-invariant dynamic controllers using Paillier's encryption, a semi-homomorphic encryption method. To avoid overflow or underflow within the encryption domain, the state of the controller is reset periodically. A control design approach is presented to ensure stability and optimize performance of the closed-loop system with encrypted controller.
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2019 1verdicts
UNVERDICTED 1representative citing papers
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Secure Multi-party Computation for Cloud-based Control
The work describes applying homomorphic encryption and secret sharing to enable privacy-preserving model predictive control on encrypted measurements for cloud-based systems.