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Command Disaggregation Attack and Mitigation in Industrial Internet of Things.
Peng Xun1, Pei-Dong Zhu2, Yi-Fan Hu3
1College of Computer, National University of Defense Technology, Changsha 410073, China. xunpeng12@nudt.edu.cn.
Cyber-physical attacks on the industrial Internet of Things can be detected. A new framework identifies command disaggregation attacks by analyzing command sequence correlations, preventing physical process disruptions.
Area of Science:
- Cyber-physical systems security
- Industrial Internet of Things (IIoT) security
Background:
- Cyber-physical attacks in IIoT pose significant risks to physical systems.
- Command disaggregation attacks, which manipulate disaggregated commands via controllers, are a specific threat.
- Existing detection methods are insufficient against sophisticated attack models.
Purpose of the Study:
- To investigate command disaggregation attacks in IIoT.
- To analyze the impact of these attacks on physical processes.
- To develop an effective detection mechanism for command disaggregation attacks.
Main Methods:
- Depicting two command disaggregation attack modes: disordered sequences and misallocated sub-commands.
- Describing three novel attack models designed to evade current detection.
- Proposing a detection framework utilizing correlations between central controller outputs and actuator inputs.
Main Results:
- Demonstrated the effectiveness of the proposed framework in detecting command disaggregation attacks.
- Validated the framework's performance through two case studies with varying attack models.
- Showcased the framework's ability to detect attacks before physical process disruptions occur.
Conclusions:
- The developed framework effectively detects command disaggregation attacks in IIoT.
- Analyzing correlations in two-tier command sequences is crucial for robust security.
- Further enhancements to the detection framework are discussed for improved resilience.
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