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Conference proceeding
Basic Safety Message (BSM) Test Data Generation for Vehicle Security Machine Learning Systems
2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE), pp.2515-2520
2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE) (Las Vegas, NV, USA, 07/24/2023–07/27/2023)
07/24/2023
Abstract
This paper presents a subcomponent of an on-going research on connected vehicle security. It proposes techniques on the generation of synthetic Basic Safety Message (BSM) test datasets, both on normal operation and anomalous behavior. The synthetic test data conform with the SAE J2735 Standard on message sets that support vehicle-to-everything (V2X) communications systems. The purpose of such datasets is for the derivation of machine learning systems that can be deployed in a V2X operating environment.
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Details
- Title
- Basic Safety Message (BSM) Test Data Generation for Vehicle Security Machine Learning Systems
- Publication Details
- 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE), pp.2515-2520
- Resource Type
- Conference proceeding
- Conference
- 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE) (Las Vegas, NV, USA, 07/24/2023–07/27/2023)
- Publisher
- IEEE
- Grant note
- 1946442 / National Science Foundation (10.13039/100000001)
- Copyright
- © 2023, IEEE
- Identifiers
- 99380541282706600
- Academic Unit
- Hal Marcus College of Science and Engineering ; Division of Academic Affairs
- Language
- English