Daniel Berleant

Benchmarking Robustness of Deep Learning Classifiers Using Two-Factor Perturbation

2021 · 2021 IEEE International Conference on Big Data (Big Data)

Deep learning (DL) classifiers are often unstable in that they may change significantly when retested on perturbed images or low quality images. This paper adds to the fundamental body of work on the robustness of …