Distributed Adversarial Training to Robustify Deep Neural Networks at Scale
- Gaoyuan Zhang
- Songtao Lu
- et al.
- 2022
- UAI 2022
Publications
5 results for Gaoyuan Zhang
Generating Adversarial Computer Programs using Optimized Obfuscations
- Shashank Srikant
- Sijia Liu
- et al.
- 2021
- ICLR 2021
Fast Training of Provably Robust Neural Networks by SingleProp
- Akhilan Boopathy
- Tsui-Wei Weng
- et al.
- 2021
- AAAI 2021
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2020
- IEEE SPM
Proper network interpretability helps adversarial robustness in classification
- Akhilan Boopathy
- Sijia Liu
- et al.
- 2020
- ICML 2020