Software and System Reliability Engineering for Autonomous Systems Incorporating Machine Learning

• Published in: Proceedings. Annual Reliability and Maintainability Symposium pp. 1 - 6
• Main Authors: Gula, Aiden, Ellis, Christian, Bhattacharya, Saikath, Fiondella, Lance
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.01.2020
• Subjects: Autonomous system; Autonomous systems; Data models; FMECA; Machine learning; Reliability engineering; Software reliability; software testing; system reliability; Testing

Artificial intelligence and machine learning have attracted significant interest as enablers of autonomous systems. However, these techniques are susceptible to a variety of failures as well as adversarial attacks, suggesting the need for formal reliability and resilience engineering methods. Temper...