pyUPPAAL: A Python Package for Risk Analysis of CPS
2023-05
会议录名称ASSOCIATION FOR COMPUTING MACHINERY
卷号Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems (with CPS-IoT Week 2023)
页码231–232
发表状态已发表
DOI10.1145/3576841.3589611
摘要

Cyber-Physical Systems (CPS) are designed to make safety-critical decisions under highly-variable and partially-observable physical environments. Thorough risk analysis should be performed to ensure the safety of CPS, by identifying all sequences of events that lead to the unsafe state. Model checking performs reachability analysis on the state space of a model, which is suitable for risk analysis of CPS. However, based on its search strategy, model checker can only return one sequence of events that leads to the unsafe state. In this paper, we propose a procedure to perform complete risk analysis on CPS software using model checking to find all different sequences of events that lead to the unsafe states.

会议录编者/会议主办者ACM SIGBED ; IEEE TCRTS
关键词model checking risk analysis cyber-physical systems
会议名称International Conference on Cyber-Physical Systems (with CPS-IoT Week 2023)
出版地San Antonio, TX, USA
会议地点San Antonio, TX, United states
会议日期May 9, 2023 - May 12, 2023
学科门类工学::计算机科学与技术(可授工学、理学学位)
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收录类别EI
语种英语
出版者Association for Computing Machinery, Inc
EI入藏号20233314572592
EI主题词Model checking
EI分类号721.1 Computer Theory, Includes Formal Logic, Automata Theory, Switching Theory, Programming Theory ; 914 Safety Engineering ; 914.1 Accidents and Accident Prevention ; 922 Statistical Methods
原始文献类型Conference article (CA)
文献类型会议论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/345941
专题信息科学与技术学院_PI研究组_江智浩组
信息科学与技术学院_硕士生
信息科学与技术学院_本科生
信息科学与技术学院_博士生
通讯作者Zhihao Jiang
推荐引用方式
GB/T 7714
Guangyao Chen,Linshu Yang,Haochen Yang,et al. pyUPPAAL: A Python Package for Risk Analysis of CPS[C]//ACM SIGBED, IEEE TCRTS. San Antonio, TX, USA:Association for Computing Machinery, Inc,2023:231–232.
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