Adversarial Sampling for Fairness Testing in Deep Neural Network

Tosin Ige, William Marfo, Justin Tonkinson +2

In this research, we focus on the usage of adversarial sampling to test for the fairness in the prediction of deep neural network model across different classes of image in a given…