Assessing the Reliability of Deep Learning Classifiers Through Robustness Evaluation and Operational Profiles

Xingyu Zhao, Wei Huang, Alec Banks +4

The utilisation of Deep Learning (DL) is advancing into increasingly more sophisticated applications. While it shows great potential to provide transformational capabilities, DL al…