Adversarial sample detection for deep neural network through model mutation testing

by WANG, Jingyi, DONG, Guoliang, SUN, Jun, WANG, Xinyu, PEIXIN, Zhang
Published 2019

Automatic fairness testing of neural classifiers through adversarial sampling

by ZHANG, Peixin, WANG, Jingyi, SUN, Jun, WANG, Xinyu, DONG, Guoliang, WANG, Xinggen, DAI, Ting, DONG, Jinsong
Published 2021

Towards interpreting recurrent neural networks through probabilistic abstraction

by DONG, Guoliang, WANG, Jingyi, SUN, Jun, ZHANG, Yang, WANG, Xinyu, DAI, Ting, DONG, Jin Song, WANG, Xingen
Published 2020

White-box fairness testing through adversarial sampling

by ZHANG, Peixin, WANG, Jingyi, SUN, Jun, DONG, Guoliang, WANG, Xinyu, WANG, Xingen, DONG, Jin Song, TING, Dai
Published 2020