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2023-06-09
Vasisht, Soumya, Rahman, Aowabin, Ramachandran, Thiagarajan, Bhattacharya, Arnab, Adetola, Veronica.  2022.  Multi-fidelity Bayesian Optimization for Co-design of Resilient Cyber-Physical Systems. 2022 ACM/IEEE 13th International Conference on Cyber-Physical Systems (ICCPS). :298—299.
A simulation-based optimization framework is developed to con-currently design the system and control parameters to meet de-sired performance and operational resiliency objectives. Leveraging system information from both data and models of varying fideli-ties, a rigorous probabilistic approach is employed for co-design experimentation. Significant economic benefits and resilience im-provements are demonstrated using co-design compared to existing sequential designs for cyber-physical systems.
2019-02-14
Leemaster, J., Vai, M., Whelihan, D., Whitman, H., Khazan, R..  2018.  Functionality and Security Co-Design Environment for Embedded Systems. 2018 IEEE High Performance Extreme Computing Conference (HPEC). :1-5.

For decades, embedded systems, ranging from intelligence, surveillance, and reconnaissance (ISR) sensors to electronic warfare and electronic signal intelligence systems, have been an integral part of U.S. Department of Defense (DoD) mission systems. These embedded systems are increasingly the targets of deliberate and sophisticated attacks. Developers thus need to focus equally on functionality and security in both hardware and software development. For critical missions, these systems must be entrusted to perform their intended functions, prevent attacks, and even operate with resilience under attacks. The processor in a critical system must thus provide not only a root of trust, but also a foundation to monitor mission functions, detect anomalies, and perform recovery. We have developed a Lincoln Asymmetric Multicore Processing (LAMP) architecture, which mitigates adversarial cyber effects with separation and cryptography and provides a foundation to build a resilient embedded system. We will describe a design environment that we have created to enable the co-design of functionality and security for mission assurance.