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任睿晗 等: 面向整车系统的自动驾驶安全测试研究综述                                                       179


                 [90]   Zhou JX, Tang SC, Guo Y, Li YF, Xue YX. From collision to verdict: Responsibility attribution for autonomous driving systems testing.
                     In: Proc. of the 34th IEEE Int’l Symp. on Software Reliability Engineering (ISSRE). Florence: IEEE, 2023. 321–332. [doi: 10.1109/
                     ISSRE59848.2023.00062]
                 [91]   Haq FU, Shin DW, Briand L. Efficient online testing for DNN-enabled systems using surrogate-assisted and many-objective optimization.
                     In: Proc. of the 44th Int’l Conf. on Software Engineering. Pittsburgh: ACM, 2022. 811–822. [doi: 10.1145/3510003.3510188]
                 [92]   Giamattei L, Guerriero A, Pietrantuono R, Russo S. Causality-driven testing of autonomous driving systems. ACM Trans. on Software
                     Engineering and Methodology, 2024, 33(3): 74. [doi: 10.1145/3635709]
                 [93]   Deng Y, Zheng X, Zhang MS, Lou GN, Zhang TY. Scenario-based test reduction and prioritization for multi-module autonomous driving
                     systems. In: Proc. of the 30th ACM Joint European Software Engineering Conf. and Symp. on the Foundations of Software Engineering.
                     Singapore: ACM, 2022. 82–93. [doi: 10.1145/3540250.3549152]
                 [94]   Birchler C, Ganz N, Khatiri S, Gambi A, Panichella S. Cost-effective simulation-based test selection in self-driving cars software with
                     SDC-scissor. In: Proc. of the 2022 IEEE Int’l Conf. on Software Analysis, Evolution and Reengineering (SANER). Honolulu: IEEE,
                     2022. 164–168. [doi: 10.1109/SANER53432.2022.00030]
                 [95]   Birchler C, Khatiri S, Bosshard B, Gambi A, Panichella S. Machine learning-based test selection for simulation-based testing of self-
                     driving cars software. Empirical Software Engineering, 2023, 28(3): 71. [doi: 10.1007/s10664-023-10286-y]
                 [96]   Birchler C, Khatiri S, Derakhshanfar P, Panichella S, Panichella A. Single and multi-objective test cases prioritization for self-driving cars
                     in virtual environments. ACM Trans. on Software Engineering and Methodology, 2023, 32(2): 28. [doi: 10.1145/3533818]
                 [97]   Tahir Z, Alexander R. Coverage based testing for V&V and safety assurance of self-driving autonomous vehicles: A systematic literature
                     review. In: Proc. of the 2020 IEEE Int’l Conf. on Artificial Intelligence Testing (AITest). Oxford: IEEE, 2020. 23–30. [doi: 10.1109/
                     AITEST49225.2020.00011]
                 [98]   Stocco A, Pulfer B, Tonella P. Mind the gap! A study on the transferability of virtual versus physical-world testing of autonomous driving
                     systems. IEEE Trans. on Software Engineering, 2023, 49(4): 1928–1940. [doi: 10.1109/TSE.2022.3202311]
                 [99]   Muktadir GM, Whitehead J. Adversarial jaywalker modeling for simulation-based testing of autonomous vehicle systems. In: Proc. of the
                     2022 IEEE Intelligent Vehicles Symp. (IV). Aachen: IEEE, 2022. 1697–1702. [doi: 10.1109/IV51971.2022.9827422]

                 附中文参考文献
                 [14]   朱向雷, 王海弛, 尤翰墨, 张蔚珩, 张颖异, 刘爽, 陈俊洁, 王赞, 李克秋. 自动驾驶智能系统测试研究综述. 软件学报, 2021, 32(7):
                     2056–2077. http://www.jos.org.cn/1000-9825/6266.htm [doi: 10.13328/j.cnki.jos.006266]
                 [16]   戴嘉润, 李忠睿, 张琬琪, 张源, 杨珉. 面向无人驾驶系统的仿真模糊测试: 现状、挑战与展望. 计算机研究与发展, 2023, 60(7):
                     1433–1447. [doi: 10.7544/issn1000-1239.202330156]
                 [31]   国家市场监督管理总局, 国家标准化管理委员会. GB/T 43119-2023 自动驾驶封闭测试场地建设技术要求. 2023. https://www.
                     chinesestandard.net/PDF.aspx/GBT43119-2023

                 作者简介
                 任睿晗, 博士生, 主要研究领域为自动驾驶系统安全.
                 杨超, 博士, 教授, 博士生导师, CCF  专业会员, 主要研究领域为智能无人系统安全, 密码工程.
                 杨凯, 博士生, 主要研究领域为自动驾驶系统安全测试.
                 张柏迪, 硕士生, 主要研究领域为自动驾驶功能安全测试, 自动驾驶对抗性攻击.
                 张晓东, 博士, 副教授, CCF  专业会员, 主要研究领域为软件工程, 软件安全性, 形式化方法.
                 王利娟, 博士, 讲师, 主要研究领域为机器学习, 智能计算, 无人机自主智能控制.
                 马建峰, 博士, 教授, CCF  会士, 主要研究领域为无线网络安全, 移动智能系统安全.
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