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
Conference paper
Publications
228 results for Adversarial Robustness and Privacy
Hardening Deep Neural Networks via Adversarial Model Cascades
- Deepak Vijaykeerthy
- Anshuman Suri
- et al.
- 2019
- IJCNN 2019
Conference paperAdditive adversarial learning for unbiased authentication
- Jian Liang
- Yuren Cao
- et al.
- 2019
- CVPR 2019
Conference paperL2-nonexpansive neural networks
- Haifeng Qian
- Mark Wegman
- 2019
- ICLR 2019
Conference paperCharacterizing audio adversarial examples using temporal dependency
- Zhuolin Yang
- Pin-Yu Chen
- et al.
- 2019
- ICLR 2019
Conference paperStructured adversarial attack: Towards general implementation and better interpretability
- Kaidi Xu
- Sijia Liu
- et al.
- 2019
- ICLR 2019
Conference paperSignsGD via zeroth-order oracle
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2019
- ICLR 2019
Conference paperDefensive quantization: When efficiency meets robustness
- Ji Lin
- Chuang Gan
- et al.
- 2019
- ICLR 2019
Conference paperDetecting and Mitigating Adversarial Perturbations for Robust Face Recognition
- Gaurav Goswami
- Akshay Agarwal
- et al.
- 2019
- IJCV
PaperOn the utility of conditional generation based mutual information for characterizing adversarial subspaces
- Chia-Yi Hsu
- Pei Hsuan Lu
- et al.
- 2018
- GlobalSIP 2018
Conference paper