Publications

[S1] Optimal DoS Attack and Proactive Deception Strategies on Remote State Estimation: Utilizing Subsystem Importance
Submitted, 2024.

[J9] Evolution of Cooperation within a Mixed Cooperative-Competitive Structured Population
Ding Lyu, Hanxiao Liu, Lin Wang, and Xiaofan Wang
Physica A: Statistical Mechanics and its Applications, 2024.

[J8] Optimal Privacy-preserving Transmission Schedule against Eavesdropping Attacks on Remote State Estimation
Jiaying Zou, Hanxiao Liu*, Chun Liu, Xiaoqiang Ren, and Xiaofan Wang
IEEE Control Systems Letters, 2024.

[J7] A Two-network Adversarial Game Model, Strategy, and Structure
Ding Lyu, Hanxiao Liu, Lin Wang, and Xiaofan Wang
Communications in Nonlinear Science and Numerical Simulation, 2024.

[J6] Subsystem-importance-aware DoS Attacks and Countermeasures
Hanxiao Liu, Yuqing Ni, Ding Lyu, Xiaoqiang Ren, and Xiaofan Wang.
Automatica, 2024.

[J5] Linear Attacks Against Remote State Estimation: Performance Analysis Under an Encryption Scheme
Hanxiao Liu, Yuqing Ni, Xiaofan Wang, and Lihua Xie
IEEE Transactions on Control of Network Systems, 2024, Early Access.

[J4] A Privacy-preserving Approach against Eavesdropping Attacks on Remote State Estimation for Cyber-physical Systems
Hanxiao Liu, Jiaying Zou, Xiaoqiang Ren, and Xiaofan Wang
IEEE Transactions on Circuits and Systems II: Express Briefs, 2023.

[J3] Rollout Approach to Sensor Scheduling for Remote State Estimation under Integrity Attack
Hanxiao Liu, Yuchao Li, Jonas Mårtensson, Karl H. Johansson and Lihua Xie
Automatica, 2022.

[J2] How vulnerable is innovation-based remote state estimation: Fundamental limits under linear attacks
Hanxiao Liu, Yuqing Ni, Lihua Xie, and Karl Henrik Johansson
Automatica, 2022.

[J1] An Online Approach to Physical Watermark Design
Hanxiao Liu, Yilin Mo, Jiaqi Yan, Lihua Xie, and Karl Henrik Johansson
IEEE Transactions on Automatic Control, 2020.

[C7] Optimal Privacy-preserving Transmission Schedule against Eavesdropping Attacks on Remote State Estimation
Jiaying Zou, Hanxiao Liu*, Chun Liu, Xiaoqiang Ren, and Xiaofan Wang
63rd IEEE Conference on Decision and Control (CDC), Allianz MiCo, Milan Convention Centre, Italy, Dec. 16-19, 2024.

[C6] Constrained Residual Race: An Efficient Hybrid Controller for Autonomous Racing
Mengmeng Zou, Yiwen Lu, Hanxiao Liu , Yilin Mo, and Xiaoqiang Ren
2023 China Automation Congress (CAC) (Accepted)

[C5] Importance-based DoS Attacks in Cyber-physical Systems
Jiacheng Wang, Jiaying Zou, Rui Song, and Hanxiao Liu
2023 China Automation Congress (CAC) (Accepted)

[C4] Combining Deep Reinforcement Learning with Rule-based Constraints for Safe Highway Driving
Tingting Liu, Qianqian Liu, Hanxiao Liu, and Xiaoqiang Ren
2022 China Automation Congress (CAC), Xiamen, China, Nov. 25-27, 2022.

[C3] Reinforcement Learning Based Approach for Flip Attack Detection
Hanxiao Liu, Yuchao Li, Jonas Mårtensson, Lihua Xie and Karl H. Johansson
59th IEEE Conference on Decision and Control (CDC), Jeju, Republic of Korea, Dec. 8-11, 2020.

[C2] An Optimal Linear Attack Strategy on Remote State Estimation
Hanxiao Liu, Yuqing Ni, Lihua Xie, and Karl Henrik Johansson
IFAC World Congress, Berlin, Germany, Jun. 11-17, 2020.

[C1] An On-line Design of Physical Watermarks
Hanxiao Liu, Jiaqi Yan, Yilin Mo, and Karl Henrik Johansson
57th IEEE Conference on Decision and Control (CDC), Miami Beach, FL, USA, Dec. 17-19, 2018.

[BC1] Active detection against replay attack: a survey on watermark design for cyber-physical systems
Hanxiao Liu, Yilin Mo, and Karl Henrik Johansson
Safety, Security, and Privacy for Cyber-physical Systems, Springer.