CODiT: Conformal Out-of-Distribution Detection in Time-Series Data for Cyber-Physical Systems

Ramneet Kaur, Kaustubh Sridhar, Sangdon Park 0001, Yahan Yang, Susmit Jha, Anirban Roy, Oleg Sokolsky, Insup Lee 0001. CODiT: Conformal Out-of-Distribution Detection in Time-Series Data for Cyber-Physical Systems. In Sayan Mitra, Nalini Venkatasubramanian, Abhishek Dubey, Lu Feng 0001, Mahsa Ghasemi, Jonathan Sprinkle, editors, Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, ICCPS 2023, (with CPS-IoT Week 2023), San Antonio, TX, USA, May 9-12, 2023. pages 120-131, ACM, 2023. [doi]

Abstract

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