293 citations · 303 across the 3 of their papers we have counts for
3 papers
cs.SE2021★ 10 cited
Finding Deviated Behaviors of the Compressed DNN Models for Image Classifications
Yongqiang Tian, Wuqi Zhang, Ming Wen +4
Model compression can significantly reduce the sizes of deep neural network (DNN) models, and thus facilitates the dissemination of sophisticated, sizable DNN models, especially fo…
cs.CL2019
RNN-Test: Towards Adversarial Testing for Recurrent Neural Network Systems
Jianmin Guo, Yue Zhao, Quan Zhang +1
While massive efforts have been investigated in adversarial testing of convolutional neural networks (CNN), testing for recurrent neural networks (RNN) is still limited and leaves…
cs.SE2018★ 293 cited
DLFuzz: Differential Fuzzing Testing of Deep Learning Systems
Jianmin Guo, Yu Jiang, Yue Zhao +2
Deep learning (DL) systems are increasingly applied to safety-critical domains such as autonomous driving cars. It is of significant importance to ensure the reliability and robust…