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Hardware-in-the-Loop-Based Real-Time Fault Injection Framework for Dynamic Behavior Analysis of Automotive Software Systems

Mohammad Abboush, Daniel Bamal, Christoph Knieke, Andreas Rausch
2022 Sensors  
A well-known challenge in the development of safety-critical systems in vehicles today is that reliability and safety assessment should be rigorously addressed and monitored.  ...  Simulation-based fault injection (FI) is a recently developed approach to simulate the system behavior in the presence of faults at an early stage of system development.  ...  Fault Injection Approach Fault injection is a system reliability assessment technique in which faults are intentionally introduced into a system through controlled experiments and the behavior of the system  ... 
doi:10.3390/s22041360 pmid:35214269 pmcid:PMC8963027 fatcat:xjsbdpdxxbhmnjtsozxbxcdfj4

Machine Learning Testing: Survey, Landscapes and Horizons [article]

Jie M. Zhang University College London, Nanyang Technological University)
2019 arXiv   pre-print
This paper provides a comprehensive survey of Machine Learning Testing (ML testing) research.  ...  (e.g., autonomous driving, machine translation).  ...  Many thanks to those members of the community who kindly provided comments and feedback on earlier drafts of this paper.  ... 
arXiv:1906.10742v2 fatcat:p5c54cy4pjc5flzm7shybk3qxe