A Validation Strategy for Deep Learning Models: Evaluating and Enhancing Robustness

Abdul-Rauf Nuhu, Parham Kebria, Vahid Hemmati +4

Data-driven models, especially deep learning classifiers often demonstrate great success on clean datasets. Yet, they remain vulnerable to common data distortions such as adversari…