Towards risk-aware artificial intelligence and machine learning systems: An overview

Xiaoge Zhang, Felix T. S. Chan, Chao Yan, Indranil Bose

Abstract: Highlights•Provide a consolidated review on heterogeneous sources of risks in AI/ML systems.•Identify the research efforts needed for a risk management framework dedicated to AI/ML systems.•Outline the research opportutines and challenges along the development of risk-aware AI/ML systems.