Hierarchical Distribution-Aware Testing of Deep Learning

Wei Huang, Xingyu Zhao, Alec Banks +2

Deep Learning (DL) is increasingly used in safety-critical applications, raising concerns about its reliability. DL suffers from a well-known problem of lacking robustness, especia…