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Published on: October 28, 2022
Adaptive Event-Triggered Security Control for Nonlinear CPSs Under Coexisting FDI Attacks and Actuator Faults
1College of Intelligent Manufacturing, Longdong University, Qingyang 745000, China.
This research introduces an adaptive discrete event-triggered communication scheme (ADETCS) to secure nonlinear cyber-physical systems (CPSs) against simultaneous cyber-attacks and component failures. The method enhances security while reducing communication and computation demands.
Area of Science:
- Cyber-Physical Systems Security
- Control Theory
- Networked Systems
Background:
- Nonlinear cyber-physical systems (CPSs) face increasing threats from coexisting False Data Injection (FDI) attacks and actuator faults.
- Existing security measures often struggle to address these dual threats simultaneously and efficiently.
Purpose of the Study:
- To develop an integrated security control and communication co-design for nonlinear CPSs.
- To propose a novel adaptive discrete event-triggered communication scheme (ADETCS) for enhanced resilience.
- To reduce communication and computational resource consumption in CPSs under attack.
Main Methods:
- Developed an adaptive discrete event-triggered communication scheme (ADETCS) with state-adaptive triggering thresholds.
- Migrated state estimation, fault estimation, and attack detection to the control unit.
- Established a closed-loop Takagi-Sugeno (T-S) fuzzy model for active defense.
- Designed a robust augmented observer using Lyapunov stability theory for joint estimation.
- Derived sufficient conditions for an integrated security controller.
Main Results:
- Effectively counteracted coexisting actuator faults and dual-end FDI attacks in a quadruple-tank system.
- Significantly reduced data transmissions by 91.1% (from time-triggered to 712 event-triggered transmissions over 800s).
- Reduced sensor-node computational load by migrating tasks to the control unit, decreasing executions from 8000 to 712.
Conclusions:
- The proposed ADETCS provides robust integrated security and fault tolerance for nonlinear CPSs.
- The event-triggered approach substantially conserves communication and computational resources.
- This co-design strategy offers a practical solution for securing critical CPS infrastructure.
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