Publications

221 results for Adversarial Robustness and Privacy

Sign-OPT: A Query-Efficient Hard-label Adversarial Attack
- - Minhao Cheng
  - Simranjit Singh
  - et al.
- 2020
- ICLR 2020
MUTE: Data-Similarity Driven Multi-hot Target Encoding for Neural Network Design
- - Mayoore S. Jaiswal
  - Bumsoo Kang
  - et al.
- 2020
- MLSys 2020
Towards query-efficient black-box adversary with zeroth-order natural gradient descent
- - Pu Zhao
  - Pin-Yu Chen
  - et al.
- 2020
- AAAI 2020
Towards certificated model robustness against weight perturbations
- - Tsui Wei Weng
  - Pu Zhao
  - et al.
- 2020
- AAAI 2020
CAG: A real-time low-cost enhanced-robustness high-transferability content-aware adversarial attack generator
- - Huy Phan
  - Yi Xie
  - et al.
- 2020
- AAAI 2020
Seq2sick: Evaluating the robustness of sequence-to-sequence models with adversarial examples
- - Minhao Cheng
  - Jinfeng Yi
  - et al.
- 2020
- AAAI 2020
Outlier resistant unsupervised deep architectures for attributed network embedding
- - Sambaran Bandyopadhyay
  - N. Lokesh
  - et al.
- 2020
- WSDM 2020
Deep Domain Adaptation under Label Scarcity
- - Amar Prakash Azad
  - Dinesh Garg
  - et al.
- 2021
- CODS-COMAD 2021
Tight certificates of adversarial robustness for randomly smoothed classifiers
- - Guang He Lee
  - Yang Yuan
  - et al.
- 2019
- NeurIPS 2019
Adversarial self-defense for cycle-consistent GANs
- - Dina Bashkirova
  - Ben Usman
  - et al.
- 2019
- NeurIPS 2019