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Hanxiao Liu
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Year
An online approach to physical watermark design
H Liu, Y Mo, J Yan, L Xie, KH Johansson
IEEE Transactions on Automatic Control 65 (9), 3895-3902, 2020
392020
An on-line design of physical watermarks
H Liu, J Yan, Y Mo, KH Johansson
2018 IEEE Conference on Decision and Control (CDC), 440-445, 2018
172018
How vulnerable is innovation-based remote state estimation: Fundamental limits under linear attacks
H Liu, Y Ni, L Xie, KH Johansson
Automatica 136, 110079, 2022
152022
Active detection against replay attack: A survey on watermark design for cyber-physical systems
H Liu, Y Mo, KH Johansson
Safety, Security and Privacy for Cyber-Physical Systems, 145-171, 2021
142021
Rollout approach to sensor scheduling for remote state estimation under integrity attack
H Liu, Y Li, KH Johansson, J Mårtensson, L Xie
Automatica 144, 110473, 2022
82022
An optimal linear attack strategy on remote state estimation
H Liu, Y Ni, L Xie, KH Johansson
IFAC-PapersOnLine 53 (2), 3527-3532, 2020
62020
Reinforcement learning based approach for flip attack detection
H Liu, Y Li, J Mårtensson, L Xie, KH Johansson
2020 59th IEEE Conference on Decision and Control (CDC), 3212-3217, 2020
22020
A Privacy-Preserving Approach against Eavesdropping Attacks on Remote State Estimation for Cyber-Physical Systems
H Liu, J Zou, X Ren, X Wang
IEEE Transactions on Circuits and Systems II: Express Briefs, 2023
12023
Subsystem-importance-aware DoS attacks and countermeasures
H Liu, Y Ni, D Lyu, X Ren, X Wang
Automatica 164, 111640, 2024
2024
Optimal Privacy-Preserving Transmission Schedule Against Eavesdropping Attacks on Remote State Estimation
J Zou, H Liu, C Liu, X Ren, X Wang
IEEE Control Systems Letters, 2024
2024
A two-network adversarial game: Model, strategy, and structure
D Lyu, H Liu, L Wang, X Wang
Communications in Nonlinear Science and Numerical Simulation, 108043, 2024
2024
Linear Attacks Against Remote State Estimation: Performance Analysis Under an Encryption Scheme
H Liu, Y Ni, X Wang, L Xie
IEEE Transactions on Control of Network Systems, 2024
2024
Importance-Based DoS Attacks in Cyber-Physical Systems
J Wang, J Zou, R Song, H Liu
2023 China Automation Congress (CAC), 6364-6369, 2023
2023
Constrained Residual Race: An Efficient Hybrid Controller for Autonomous Racing
M Zou, Y Lu, H Liu, Y Mo, X Ren
2023 China Automation Congress (CAC), 4121-4126, 2023
2023
Combining Deep Reinforcement Learning with Rule-based Constraints for Safe Highway Driving
T Liu, Q Liu, H Liu, X Ren
2022 China Automation Congress (CAC), 2785-2790, 2022
2022
Analysis, detection, and mitigation of attacks in cyber-physical systems
H Liu
Nanyang Technological University, 2021
2021
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