Modern Cyber-Physical Systems (CPSs) are often designed as networked, software-based controller implementations which have been found to be vulnerable to network-level and physical level attacks. A number of research works have proposed CPS-specific attack detection schemes as well as techniques for attack resilient controller design. However, such schemes also incur platform-level overheads. In this regard, some recent works have leveraged the use of skips in control execution to enhance the resilience of a CPS against false data injection (FDI) attacks. In this paper, we provide an analytical discussion on when and how skipping a control execution can improve the resilience of the system against FDI attacks while maintaining the control performance requirement. We also propose a methodology to synthesize such optimal control execution patterns. To the best of our knowledge, no previous work has provided any quantitative analysis about the trade-off between attack resilience and control performance for such aperiodic control execution. Finally, we evaluate the proposed method on several safety-critical CPS benchmarks.
@article{arxiv.2207.08005,
title = {Exploring The Resilience of Control Execution Skips against False Data Injection Attacks},
author = {Ipsita Koley and Sunandan Adhikary and Soumyajit Dey},
journal= {arXiv preprint arXiv:2207.08005},
year = {2024}
}