ShanghaiTech University Knowledge Management System
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 |
DOI | 10.1145/3576841.3589611 |
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) |
URL | 查看原文 |
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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