Topology attack and defense for graph neural networks: An optimization perspective
- Kaidi Xu
- Hongge Chen
- et al.
- 2019
- IJCAI 2019
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698 results for Trustworthy AI
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
Promoting Distributed Trust in Machine Learning and Computational Simulation via a Blockchain Network
- Kibichii Bore
- Ravi Kiran Raman
- et al.
- 2019
- ICBC 2019
On the utility of conditional generation based mutual information for characterizing adversarial subspaces
- Chia-Yi Hsu
- Pei Hsuan Lu
- et al.
- 2018
- GlobalSIP 2018
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
ADMM attack: An enhanced adversarial attack for deep neural networks with undetectable distortions
- Pu Zhao
- Kaidi Xu
- et al.
- 2019
- ASP-DAC 2019
An ADMM-based universal framework for adversarial attacks on deep neural networks
- Pu Zhao
- Yanzhi Wang
- et al.
- 2018
- MM 2018
Why the Failure? How Adversarial Examples Can Provide Insights for Interpretable Machine Learning
- Richard Tomsett
- Amy Widdicombe
- et al.
- 2018
- FUSION 2018