H. Sandberg

Most-cited papers

A Tutorial Introduction to Security and Privacy for Cyber-Physical Systems
Michelle S. Chong, H. Sandberg, André M. H. Teixeira
2019European Control Conference120 citations
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Secure Networked Control Systems
H. Sandberg, Vijay Gupta, K. Johansson
2021Annu. Rev. Control. Robotics Auton. Syst.85 citations Open access
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How to Secure Distributed Filters Under Sensor Attacks
Xingkang He, Xiaoqiang Ren, H. Sandberg, K. Johansson
2020IEEE Transactions on Automatic Control75 citations Open access
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Toward Wireless Control in Industrial Process Automation: A Case Study at a Paper Mill
A. Ahlén, J. Åkerberg, M. Eriksson, A. Isaksson +5 more
2019IEEE Control Systems69 citations
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Comparison of encrypted control approaches and tutorial on dynamic systems using Learning With Errors-based homomorphic encryption
Junsoo Kim, Dongwoo Kim, Yongsoo Song, Hyun-Seung Shim +2 more
2022Annual Reviews in Control47 citations
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Single Trajectory Nonparametric Learning of Nonlinear Dynamics
I. Ziemann, H. Sandberg, N. Matni
2022Annual Conference Computational Learning Theory35 citations
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A Bayesian Nash Equilibrium-Based Moving Target Defense Against Stealthy Sensor Attacks
David Umsonst, Serkan Sarıtaş, György Dán, H. Sandberg
2021IEEE Transactions on Automatic Control32 citations Open access
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Analysis and Distributed Control of Periodic Epidemic Processes
Sebin Gracy, Philip E. Paré, H. Sandberg, K. Johansson
2019IEEE Transactions on Control of Network Systems32 citations Open access
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Nonlinear Consensus Protocols With Applications to Quantized Communication and Actuation
Jie-Qiang Wei, Xin-Lei Yi, H. Sandberg, K. Johansson
2019IEEE Transactions on Control of Network Systems32 citations
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Data-Driven Set-Based Estimation using Matrix Zonotopes with Set Containment Guarantees
Amr Alanwar, Alexander Berndt, K. Johansson, H. Sandberg
2021European Control Conference30 citations Open access
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Privacy-Preserving Dual Averaging With Arbitrary Initial Conditions for Distributed Optimization
Dongyu Han, Kun Liu, H. Sandberg, Sen-Chun Chai +1 more
2021IEEE Transactions on Automatic Control28 citations
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Modeling and Analysis of a Coupled SIS Bi-Virus Model
Sebin Gracy, Philip E. Paré, Ji Liu, H. Sandberg +3 more
2022at - Automatisierungstechnik24 citations Open access
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A Graph-Theoretic Equilibrium Analysis of Attacker-Defender Game on Consensus Dynamics Under $\mathcal {H}_2$ Performance Metric
Mohammad Pirani, Ehsan Nekouei, H. Sandberg, K. Johansson
2020IEEE Transactions on Network Science and Engineering24 citations
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Scale Fragilities in Localized Consensus Dynamics
Emma Tegling, Bassam Bamieh, H. Sandberg
2022at - Automatisierungstechnik22 citations Open access
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Multilayer SIS Model With an Infrastructure Network
Philip E. Paré, Axel Janson, Sebin Gracy, Ji Liu +2 more
2021IEEE Transactions on Control of Network Systems21 citations Open access
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Networked Multi-Virus Spread with a Shared Resource: Analysis and Mitigation Strategies
Axel Janson, Sebin Gracy, Philip E. Paré, H. Sandberg +1 more
2020arXiv.org21 citations
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Secure Distributed Filtering for Unstable Dynamics Under Compromised Observations
Xingkang He, Xiaoqiang Ren, H. Sandberg, K. Johansson
2019IEEE Conference on Decision and Control21 citations Open access
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Networked Model for Cooperative Adaptive Cruise Control
Philip E. Paré, E. Hashemi, R. Stern, H. Sandberg +1 more
2019IFAC-PapersOnLine21 citations Open access
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Regret Lower Bounds for Learning Linear Quadratic Gaussian Systems
I. Ziemann, H. Sandberg
2022IEEE Transactions on Automatic Control20 citations Open access
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On the confidentiality of controller states under sensor attacks
David Umsonst, H. Sandberg
2020at - Automatisierungstechnik19 citations Open access
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Multi-hop sensor network scheduling for optimal remote estimation
Takuya Iwaki, Jun-Feng Wu, Yuchi Wu, H. Sandberg +1 more
2021at - Automatisierungstechnik18 citations
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Method for Running Dynamic Systems over Encrypted Data for Infinite Time Horizon without Bootstrapping and Re-encryption
Junsoo Kim, Hyun-Seung Shim, H. Sandberg, K. H. Johansson
2021IEEE Conference on Decision and Control18 citations
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A secure state estimation algorithm for nonlinear systems under sensor attacks
Michelle S. Chong, H. Sandberg, J. Hespanha
2020IEEE Conference on Decision and Control18 citations Open access
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A Randomized Filtering Strategy Against Inference Attacks on Active Steering Control Systems
Ehsan Nekouei, Mohammad Pirani, H. Sandberg, K. H. Johansson
2022IEEE Transactions on Information Forensics and Security17 citations
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Parameter Privacy versus Control Performance: Fisher Information Regularized Control
I. Ziemann, H. Sandberg
2020American Control Conference17 citations Open access
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Model-Free Undetectable Attacks on Linear Systems Using LWE-Based Encryption
Rijad Alisic, Junsoo Kim, H. Sandberg
2023IEEE Control Systems Letters16 citations Open access
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How are policy gradient methods affected by the limits of control?
I. Ziemann, Anastasios Tsiamis, H. Sandberg, N. Matni
2022IEEE Conference on Decision and Control16 citations Open access
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A Model Randomization Approach to Statistical Parameter Privacy
Ehsan Nekouei, H. Sandberg, M. Skoglund, K. Johansson
2021IEEE Transactions on Automatic Control16 citations Open access
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Two-way coding in control systems under injection attacks: from attack detection to attack correction
Song Fang, K. Johansson, M. Skoglund, H. Sandberg +1 more
2019International Conference on Cyber-Physical Systems16 citations
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Security index based on perfectly undetectable attacks: Graph-theoretic conditions
Sebin Gracy, Jezdimir Milošević, H. Sandberg
2021at - Automatisierungstechnik15 citations Open access
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Privacy Preserving Set-Based Estimation Using Partially Homomorphic Encryption
Amr Alanwar, Victor Gaßmann, Xingkang He, Hazem Said +3 more
2020European Journal of Control15 citations Open access
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A Network Monitoring Game with Heterogeneous Component Criticality Levels
Jezdimir Milošević, Mathieu Dahan, Saurabh Amin, H. Sandberg
2019IEEE Conference on Decision and Control15 citations Open access
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Strategic Monitoring of Networked Systems With Heterogeneous Security Levels
Jezdimir Milošević, Mathieu Dahan, Saurabh Amin, H. Sandberg
2023IEEE Transactions on Control of Network Systems14 citations Open access
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Finite Sample Guarantees for Quantile Estimation: An Application to Detector Threshold Tuning
David Umsonst, Justin Ruths, H. Sandberg
2021IEEE Transactions on Control Systems Technology14 citations Open access
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Ensuring Privacy of Occupancy Changes in Smart Buildings
Rijad Alisic, M. Molinari, Philip E. Paré, H. Sandberg
2020Conference on Control Technology and Applications13 citations
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Local voltage control of an inverter-based power distribution network with a class of slope-restricted droop controllers
Michelle S. Chong, David Umsonst, H. Sandberg
2019IFAC-PapersOnLine13 citations Open access
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Regret Lower Bounds for Unbiased Adaptive Control of Linear Quadratic Regulators
I. Ziemann, H. Sandberg
2020IEEE Control Systems Letters12 citations Open access
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Analysis, Online Estimation, and Validation of a Competing Virus Model
Philip E. Paré, D. Vrabac, H. Sandberg, K. Johansson
2020American Control Conference12 citations Open access
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Adversarial Attacks on Continuous Authentication Security: A Dynamic Game Approach
Serkan Sarıtaş, Ezzeldin Shereen, H. Sandberg, György Dán
2019Decision and Game Theory for Security12 citations Open access
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On a Phase Transition of Regret in Linear Quadratic Control: The Memoryless Case
I. Ziemann, H. Sandberg
2021IEEE Control Systems Letters11 citations Open access
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On Uninformative Optimal Policies in Adaptive LQR with Unknown B-Matrix
I. Ziemann, H. Sandberg
2020Conference on Learning for Dynamics & Control11 citations
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Fisher Information Privacy with Application to Smart Meter Privacy Using HVAC Units
F. Farokhi, H. Sandberg
201911 citations
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Design of Attack-Resilient Consensus Dynamics: A Game-Theoretic Approach
Mohammad Pirani, Ehsan Nekouei, Seyed Mehran Dibaji, H. Sandberg +1 more
2019European Control Conference10 citations
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A Game-Theoretic Framework for Security-Aware Sensor Placement Problem in Networked Control Systems
Mohammad Pirani, Ehsan Nekouei, H. Sandberg, K. H. Johansson
2022IEEE Transactions on Automatic Control9 citations Open access
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Optimal Privacy-Aware Estimation
Ehsan Nekouei, H. Sandberg, M. Skoglund, K. Johansson
2021IEEE Transactions on Automatic Control9 citations
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Experimental evaluation of sensor attacks and defense mechanisms in feedback systems
David Umsonst, H. Sandberg
2021Control Engineering Practice9 citations Open access
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The Fundamental Limitations of Learning Linear-Quadratic Regulators
Bruce D. Lee, I. Ziemann, Anastasios Tsiamis, H. Sandberg +1 more
2023IEEE Conference on Decision and Control8 citations Open access
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Epistemic Signaling Games for Cyber Deception With Asymmetric Recognition
Hampei Sasahara, H. Sandberg
2021IEEE Control Systems Letters8 citations Open access
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Overcoming Challenges for Estimating Virus Spread Dynamics from Data
D. Vrabac, Philip E. Paré, H. Sandberg, K. Johansson
2020Annual Conference on Information Sciences and Systems8 citations
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Analysis of a Networked SIS Multi-Virus Model with a Shared Resource
Axel Janson, Sebin Gracy, Philip E. Paré, H. Sandberg +1 more
20208 citations Open access
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