Review of results on smart‐meter privacy by data manipulation, demand shaping, and load scheduling
F Farokhi - IET Smart Grid, 2020 - Wiley Online Library
Simple analysis of energy consumption patterns recorded by smart meters can be used to
deduce household occupancy. With access to higher‐resolution smart‐meter readings, we …
deduce household occupancy. With access to higher‐resolution smart‐meter readings, we …
Learning-based attacks in cyber-physical systems
MJ Khojasteh, A Khina… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We introduce the problem of learning-based attacks in a simple abstraction of cyber-physical
systems—the case of a discrete-time, linear, time-invariant plant that may be subject to an …
systems—the case of a discrete-time, linear, time-invariant plant that may be subject to an …
Designing optimal key lengths and control laws for encrypted control systems based on sample identifying complexity and deciphering time
K Teranishi, T Sadamoto… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In the state-of-the-art literature on cryptography and control theory, there has been no
systematic methodology of constructing cyber–physical systems that can achieve the …
systematic methodology of constructing cyber–physical systems that can achieve the …
Learning based attacks in cyber physical systems: Exploration, detection, and control cost trade-offs
A Rangi, MJ Khojasteh… - Learning for Dynamics …, 2021 - proceedings.mlr.press
We study the problem of learning-based attacks in linear systems, where the communication
channel between the controller and the plant can be hijacked by a malicious attacker. We …
channel between the controller and the plant can be hijacked by a malicious attacker. We …
A model randomization approach to statistical parameter privacy
In this article, we study a privacy filter design problem for a sequence of sensor
measurements whose joint probability density function (pdf) depends on a private …
measurements whose joint probability density function (pdf) depends on a private …
Change time estimation uncertainty in nonlinear dynamical systems with applications to COVID‐19
The impact that each individual non‐pharmaceutical intervention (NPI) had on the spread
rate of COVID‐19 is difficult to estimate, since several NPIs were implemented in rapid …
rate of COVID‐19 is difficult to estimate, since several NPIs were implemented in rapid …
Privacy and security trade‐off in cyber‐physical systems: An information theory‐based framework
L Wu, H Wang, K Liu, L Zhao… - International Journal of …, 2024 - Wiley Online Library
This article investigates the trade‐off between privacy and security in cyber‐physical
systems, with the goal of designing a privacy‐preserving mechanism based on information …
systems, with the goal of designing a privacy‐preserving mechanism based on information …
Location Secrecy Enhancement in Adversarial Networks via Trajectory Control
In networked environments, adversaries may exploit location information to perform carefully
crafted attacks on cyber-physical systems (CPS). To prevent such security breaches, this …
crafted attacks on cyber-physical systems (CPS). To prevent such security breaches, this …
Preserving Privacy in Cloud-based Data-Driven Stabilization
T Hosseinalizadeh, N Monshizadeh - arXiv preprint arXiv:2410.17353, 2024 - arxiv.org
In the recent years, we have observed three significant trends in control systems: a renewed
interest in data-driven control design, the abundance of cloud computational services and …
interest in data-driven control design, the abundance of cloud computational services and …
Privacy-Preserving Optimal State Estimation with Low Complexity via Cram\'er-Rao Lower Bound Approach
L Guo, J Wang, Y Zhao, JF Zhang - arXiv preprint arXiv:2410.08756, 2024 - arxiv.org
This paper addresses the optimal state estimation problem for dynamic systems while
preserving private information against an adversary. To dominate the adversary's estimation …
preserving private information against an adversary. To dominate the adversary's estimation …