Privacy and security trade-off in interconnected systems with known or unknown privacy noise covariance

H Wang, K Liu, B Li, E Fridman, Y Xia - Automatica, 2025 - Elsevier
This paper is concerned with the security problem for interconnected systems, where each
subsystem is required to detect local attacks. Moreover, we consider that there exists an …

On the trade-offs between accuracy, privacy, and resilience in average consensus algorithms

G Ramos, AMH Teixeira… - 2023 62nd IEEE …, 2023 - ieeexplore.ieee.org
There can be none. In this paper, we address the problem of a set of discrete-time
networked agents reaching average consensus privately and resiliently in the presence of a …

[HTML][HTML] Privacy-preserving anomaly detection in stochastic dynamical systems: Synthesis of optimal gaussian mechanisms

H Hayati, C Murguia, N van de Wouw - European Journal of Control, 2025 - Elsevier
We present a framework for designing distorting mechanisms that allow the remote
operation of anomaly detectors while preserving privacy. We consider a problem setting in …

Opacity vs. Security in Linear Dynamical Systems

VM John, V Katewa - IEEE Transactions on Automatic Control, 2024 - ieeexplore.ieee.org
Opacity is a notion of privacy that is wellstudied in computer science and discrete-event
systems. It describes an eavesdropper's inability to infer a system's “secret” states by …

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 …

Opacity and its Trade-offs with Security in Linear Systems

VM John, V Katewa - 2022 IEEE 61st Conference on Decision …, 2022 - ieeexplore.ieee.org
Opacity and attack detectability are important properties for any system as they allow the
states to remain private and malicious attacks to be detected, respectively. In this paper, we …

I can read your mind: Control mechanism secrecy of networked dynamical systems under inference attacks

J He, Y Li, L Cai, X Guan - arXiv preprint arXiv:2205.03556, 2022 - arxiv.org
Recent years have witnessed the fast advance of security research for networked dynamical
system (NDS). Considering the latest inference attacks that enable stealthy and precise …

On Connections between Opacity and Security in Linear Systems

VM John, V Katewa - arXiv preprint arXiv:2206.06074, 2022 - arxiv.org
Opacity and attack detectability are important properties for any system as they allow the
states to remain private and malicious attacks to be detected, respectively. In this paper, we …

Towards the design of personal data protection-aware artificial intelligence applications in ubiquitous smart environments

EA Morales-Vanegas, BAÁ Magallán… - Avances en …, 2023 - revistaaihc.mx
Protecting personal data in ubiquitous smart environments is crucial to ensure user privacy
and trust in artificial intelligence (AI) applications. This paper explores approaches and …

Design of Privacy Mechanism for Cyber Physical Systems: A Nash Q-learning Approach

Q Zhang, S Meng, K Liu, W Dai - 2022 China Automation …, 2022 - ieeexplore.ieee.org
This paper studies the problem of designing optimal privacy mechanism with less energy
cost. The eavesdropper and the defender with limited resources should choose which …