Publications

223 results for Adversarial Robustness and Privacy

Practical Adversarial Robustness in Deep Learning: Problems and Solutions
- - Pin-Yu Chen
  - Sayak Paul
- 2021
- CVPR 2021
Data-efficient framework for real-world multiple sound source 2D localization
- - Guillaume Le Moing
  - Phongtharin Vinayavekhin
  - et al.
- 2021
- ICASSP 2021
Non-singular adversarial robustness of neural networks
- - Yu-Lin Tsai
  - Chia-Yi Hsu
  - et al.
- 2021
- ICASSP 2021
Robust Overfitting may be mitigated by properly learned smoothening
- - Tianlong Chen
  - Zhenyu Zhang
  - et al.
- 2021
- ICLR 2021
Generating Adversarial Computer Programs using Optimized Obfuscations
- - Shashank Srikant
  - Sijia Liu
  - et al.
- 2021
- ICLR 2021
Statistical inference for individual fairness
- - Subha Maity
  - Songkai Xue
  - et al.
- 2021
- ICLR 2021
On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning
- - Ren Wang
  - Kaidi Xu
  - et al.
- 2021
- ICLR 2021
Adversarial Data Augmentation Improves Unsupervised Machine Learning
- - Chia-Yi Hsu
  - Pin-Yu Chen
  - et al.
- 2021
- ICLR 2021
Toward Non-Singular Robustness of Neural Networks
- - Yu-Lin Tsai
  - Chia-Yi Hsu
  - et al.
- 2021
- ICLR 2021
High-Robustness, Low-Transferability Fingerprinting of Neural Networks
- - Siyue Wang
  - Xiao Wang
  - et al.
- 2021
- ICLR 2021