Minhui Xue

DeepHunter: a coverage-guided fuzz testing framework for deep neural networks

Xiaofei Xie, Lei Ma, Felix Juefei-Xu et al. · 2019 · 433 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +19

DeepMutation: Mutation Testing of Deep Learning Systems

Lei Ma, Fuyuan Zhang, Jiyuan Sun et al. · 2018 · 362 citations

Engineering, Machine Learning, Mutation Testing +18

Invisible Backdoor Attacks on Deep Neural Networks via Steganography and Regularization

Shaofeng Li, Minhui Xue, Benjamin Zi Hao Zhao et al. · IEEE Transactions on Dependable and Secure Computing · 2020 · 274 citations

Engineering, Machine Learning, Evasion Technique +18

Automated poisoning attacks and defenses in malware detection systems: An adversarial machine learning approach

Sen Chen, Minhui Xue, Lingling Fan et al. · Computers & Security · 2017 · 240 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +9

DeepCT: Tomographic Combinatorial Testing for Deep Learning Systems

Lei Ma, Felix Juefei-Xu, Minhui Xue et al. · 2019 · 175 citations

Convolutional Neural Network, Engineering, Machine Learning +17