Documentation on Encrypted Dynamic Control Simulation Code using Ring-LWE based Cryptosystems

Encrypted controllers offer secure computation by employing modern cryptosystems to execute control operations directly over encrypted data without decryption. However, incorporating cryptosystems into dynamic controllers significantly increases the computational load. This paper aims to provide an accessible guideline for running encrypted controllers using an open-source library Lattigo, which supports an efficient implementation of Ring-Learing With Errors (LWE) based encrypted controllers, and our explanations are assisted with example codes that are fully available at https://github.com/CDSL-EncryptedControl/CDSL.

Publication Details

Journal
ArXiv.org
Published
2025-04-18
DOI
https://doi.org/10.11499/sicejl.64.248
Primary Topic
Smart Grid Security and Resilience
Type
article
Field-Weighted Citation Impact
0.00
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article

Documentation on Encrypted Dynamic Control Simulation Code using Ring-LWE based Cryptosystems

ArXiv.org
Smart Grid Security and Resilience
article

Documentation on Encrypted Dynamic Control Simulation Code using Ring-LWE based Cryptosystems

article en

Abstract

Encrypted controllers offer secure computation by employing modern cryptosystems to execute control operations directly over encrypted data without decryption. However, incorporating cryptosystems into dynamic controllers significantly increases the computational load. This paper aims to provide an accessible guideline for running encrypted controllers using an open-source library Lattigo, which supports an efficient implementation of Ring-Learing With Errors (LWE) based encrypted controllers, and our explanations are assisted with example codes that are fully available at https://github.com/CDSL-EncryptedControl/CDSL.

ArXiv.org
Openalex Percentile: Top 47%
Smart Grid Security and Resilience
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Documentation on Encrypted Dynamic Control Simulation Code using Ring-LWE based Cryptosystems · ArXiv.org (2025) | TGRS Research Map | TGRS