Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Xiaoning Du

Towards Characterizing Adversarial Defects of Deep Learning Software from the Lens of Uncertainty


Apr 24, 2020
Xiyue Zhang, Xiaofei Xie, Lei Ma, Xiaoning Du, Qiang Hu, Yang Liu, Jianjun Zhao, Meng Sun

* 13 pages 

  Access Paper or Ask Questions

Who is Real Bob? Adversarial Attacks on Speaker Recognition Systems


Nov 03, 2019
Guangke Chen, Sen Chen, Lingling Fan, Xiaoning Du, Zhe Zhao, Fu Song, Yang Liu


  Access Paper or Ask Questions

Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks


Sep 08, 2019
Yaqin Zhou, Shangqing Liu, Jingkai Siow, Xiaoning Du, Yang Liu

* accepted by NeurIPS 2019 

  Access Paper or Ask Questions

DeepCruiser: Automated Guided Testing for Stateful Deep Learning Systems


Dec 13, 2018
Xiaoning Du, Xiaofei Xie, Yi Li, Lei Ma, Jianjun Zhao, Yang Liu


  Access Paper or Ask Questions