Publications

817 results for Trustworthy AI

Promoting Distributed Trust in Machine Learning and Computational Simulation via a Blockchain Network
- - Kibichii Bore
  - Ravi Kiran Raman
  - et al.
- 2019
- ICBC 2019
Defensive quantization: When efficiency meets robustness
- - Ji Lin
  - Chuang Gan
  - et al.
- 2019
- ICLR 2019
SignsGD via zeroth-order oracle
- - Sijia Liu
  - Pin-Yu Chen
  - et al.
- 2019
- ICLR 2019
Characterizing audio adversarial examples using temporal dependency
- - Zhuolin Yang
  - Pin-Yu Chen
  - et al.
- 2019
- ICLR 2019
L₂-nonexpansive neural networks
- - Haifeng Qian
  - Mark Wegman
- 2019
- ICLR 2019
Structured adversarial attack: Towards general implementation and better interpretability
- - Kaidi Xu
  - Sijia Liu
  - et al.
- 2019
- ICLR 2019
Deepling: A Visual Interpretability System for Convolutional Neural Networks
- - Daniel Karl I. Weidele
  - Hendrik Strobelt
  - et al.
- 2019
- SysML 2019
Detecting and Mitigating Adversarial Perturbations for Robust Face Recognition
- - Gaurav Goswami
  - Akshay Agarwal
  - et al.
- 2019
- IJCV
Is ordered weighted ℓ₁ regularized regression robust to adversarial perturbation? a case study on Oscar
- - Pin-Yu Chen
  - Bhanukiran Vinzamuri
  - et al.
- 2018
- GlobalSIP 2018
On the utility of conditional generation based mutual information for characterizing adversarial subspaces
- - Chia-Yi Hsu
  - Pei Hsuan Lu
  - et al.
- 2018
- GlobalSIP 2018