A brief survey on encrypted control: From the first to the second generation and beyond

N Schlüter, P Binfet, MS Darup - Annual Reviews in Control, 2023 - Elsevier
This article provides a comprehensive and illustrative presentation of the young field of
encrypted control. In particular, we survey the evolution of encrypted controllers from their …

Cybersecurity-enhanced encrypted control system using keyed-homomorphic public key encryption

M Miyamoto, K Teranishi, K Emura, K Kogiso - IEEE Access, 2023 - ieeexplore.ieee.org
Encrypted control systems are secure control methods that use the cryptographic properties
of a specific homomorphic encryption scheme. This study proposes a cyberattack-detectable …

A Privacy-Preserving-Based Distributed Collaborative Scheme for Connected Autonomous Vehicles at Multi-Lane Signal-Free Intersections

Y Zhao, D Gong, S Wen, L Ding… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper proposes a privacy-preserving distributed collaboration (PPDC) scheme for
connected autonomous vehicles (CAVs) to cross signal-free intersections based on the …

Method for running dynamic systems over encrypted data for infinite time horizon without bootstrapping and re-encryption

J Kim, H Shim, H Sandberg… - 2021 60th IEEE …, 2021 - ieeexplore.ieee.org
In this paper, we propose a method for dynamic systems to operate over homomorphically
encrypted data for an infinite time horizon, where we do not make use of reset, re-encryption …

Privacy-preserved nonlinear cloud-based model predictive control via affine masking

K Zhang, Z Li, Y Wang, N Li - arXiv preprint arXiv:2112.10625, 2021 - arxiv.org
With the advent of 5G technology that presents enhanced communication reliability and ultra
low latency, there is renewed interest in employing cloud computing to perform high …

Privacy Analysis of Affine Transformations in Cloud-based MPC: Vulnerability to Side-knowledge

T Hosseinalizadeh, N Schlüter, MS Darup… - arXiv preprint arXiv …, 2024 - arxiv.org
Search for the optimizer in computationally demanding model predictive control (MPC)
setups can be facilitated by Cloud as a service provider in cyber-physical systems. This …

A privacy preserving solution for cloud-enabled set-theoretic model predictive control

AM Naseri, W Lucia, A Youssef - 2022 European Control …, 2022 - ieeexplore.ieee.org
Cloud computing solutions enable Cyber-Physical Systems (CPSs) to utilize significant
computational resources and implement sophisticated control algorithms even if limited …

Secure learning-based MPC via garbled circuit

K Tjell, N Schlüter, P Binfet… - 2021 60th IEEE …, 2021 - ieeexplore.ieee.org
Encrypted control seeks confidential controller evaluation in cloud-based or networked
systems. Many existing approaches build on homomorphic encryption (HE) that allow simple …

Progressive Barrier Tightened Fast Nonlinear Model Predictive Control for High-Performance Path Tracking

S Dong, W Shi, B Gao, H Chen - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this paper, we propose a novel fast and accurate numerical algorithm for nonlinear model
predictive control (NMPC) with application to path-tracking of autonomous vehicles. First, a …

Towards provably secure encrypted control using homomorphic encryption

K Teranishi, K Kogiso - … IEEE 61st Conference on Decision and …, 2022 - ieeexplore.ieee.org
Encrypted control is a promising method for the secure outsourcing of controller computation
to a public cloud. However, a feasible method for security proofs of control has not yet been …