2 papers
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
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…