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Representative Real-Time Dataset Generation Based on Automated Fault Injection and HIL Simulation for ML-Assisted Validation of Automotive Software Systems

发表于 2024-01-20 来源 Electronics DOI 10.3390/ELECTRONICS13020437

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作者

Mohammad Abboush Christoph Knieke Andreas Rausch

单位

Institute for Software and Systems Engineering, Technische Universität Clausthal, 38678 Clausthal-Zellerfeld, Germany

摘要

Recently, a data-driven approach has been widely used at various stages of the system development lifecycle thanks to its ability to extract knowledge 更多..

automotive software systems dataset generation Fault injection HIL testing machine learning real-time validation

A Systematic Review of Fault Injection Attacks on IoT Systems

发表于 2022-06-28 来源 Electronics DOI 10.3390/ELECTRONICS11132023

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作者

Gangolli Aakash Mahmoud Qusay H. Azim Akramul

单位

Department of Electrical, Computer and Software Engineering, Ontario Tech University, Oshawa, ON L1G 0C5, Canada (Q.H.M.) (A.A.)

摘要

The field of the Internet of Things (IoT) is growing at a breakneck pace and its applications are becoming increasingly sophisticated with time. Fault 更多..

attack detection Fault injection attack machine learning software fault injection software testing software vulnerability analysis