Towards Resilient Artificial Intelligence: Survey and Research Issues

Abstract: AI systems are becoming critical components of today's IT landscapes. Their resilience against attacks and other environmental influences needs to be ensured just like for other IT assets. Considering the particular nature of AI, and ML in particular, this paper provides an overview of the emerging field of resilient AI and presents research issues the authors identify as potential future work.