FalsifAI: Falsification of AI-Enabled Hybrid Control Systems Guided by Time-Aware Coverage Criteria

Author:

Zhang Zhenya1ORCID,Lyu Deyun1ORCID,Arcaini Paolo2ORCID,Ma Lei3ORCID,Hasuo Ichiro2ORCID,Zhao Jianjun1

Affiliation:

1. Kyushu University, Fukuoka, Japan

2. National Institute of Informatics, Tokyo, Japan

3. University of Alberta, Edmonton, AB, Canada

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Software

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Search-Based Repair of DNN Controllers of AI-Enabled Cyber-Physical Systems Guided by System-Level Specifications;Proceedings of the Genetic and Evolutionary Computation Conference;2024-07-14

2. Curiosity-Driven Testing for Sequential Decision-Making Process;Proceedings of the IEEE/ACM 46th International Conference on Software Engineering;2024-04-12

3. Monitoring of perception systems: Deterministic, probabilistic, and learning-based fault detection and identification;Artificial Intelligence;2023-12

4. EvoScenario: Integrating Road Structures into Critical Scenario Generation for Autonomous Driving System Testing;2023 IEEE 34th International Symposium on Software Reliability Engineering (ISSRE);2023-10-09

5. FalsifAI: Falsification of AI-Enabled Hybrid Control Systems Guided by Time-Aware Coverage Criteria;IEEE Transactions on Software Engineering;2023-04-01

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