Publications

221 results for Adversarial Robustness and Privacy

Protecting neural networks with hierarchical random switching: Towards better robustness-accuracy trade-off for stochastic defenses
- - Xiao Wang
  - Siyue Wang
  - et al.
- 2019
- IJCAI 2019
Topology attack and defense for graph neural networks: An optimization perspective
- - Kaidi Xu
  - Hongge Chen
  - et al.
- 2019
- IJCAI 2019
RAPA-convNets: Modified convolutional networks for accelerated training on architectures with analog arrays
- - Malte J. Rasch
  - Tayfun Gokmen
  - et al.
- 2019
- Frontiers in Neuroscience
Recent progress in zeroth order optimization and its applications to adversarial robustness in data mining and machine learning
- - Pin-Yu Chen
  - Sijia Liu
- 2019
- KDD 2019
Hardening Deep Neural Networks via Adversarial Model Cascades
- - Deepak Vijaykeerthy
  - Anshuman Suri
  - et al.
- 2019
- IJCNN 2019
Additive adversarial learning for unbiased authentication
- - Jian Liang
  - Yuren Cao
  - et al.
- 2019
- CVPR 2019
L₂-nonexpansive neural networks
- - Haifeng Qian
  - Mark Wegman
- 2019
- ICLR 2019
Defensive quantization: When efficiency meets robustness
- - Ji Lin
  - Chuang Gan
  - et al.
- 2019
- ICLR 2019
Structured adversarial attack: Towards general implementation and better interpretability
- - Kaidi Xu
  - Sijia Liu
  - et al.
- 2019
- ICLR 2019
Characterizing audio adversarial examples using temporal dependency
- - Zhuolin Yang
  - Pin-Yu Chen
  - et al.
- 2019
- ICLR 2019