Publications

225 results for Adversarial Robustness and Privacy

Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement
- - Chao Han Yang
  - Jun Qi
  - et al.
- 2020
- ICASSP 2020
AdvMS: A Multi-Source Multi-Cost Defense Against Adversarial Attacks
- - Xiao Wang
  - Siyue Wang
  - et al.
- 2020
- ICASSP 2020
Bridging Mode Connectivity in Loss Landscapes and Adversarial Robustness
- - Pu Zhao
  - Pin-Yu Chen
  - et al.
- 2020
- ICLR 2020
Sign-OPT: A Query-Efficient Hard-label Adversarial Attack
- - Minhao Cheng
  - Simranjit Singh
  - et al.
- 2020
- ICLR 2020
DBA: Distributed Backdoor Attacks against Federated Learning
- - Chulin Xie
  - Keli Huang
  - 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
CAG: A real-time low-cost enhanced-robustness high-transferability content-aware adversarial attack generator
- - Huy Phan
  - Yi Xie
  - et al.
- 2020
- AAAI 2020
Towards certificated model robustness against weight perturbations
- - Tsui Wei Weng
  - Pu Zhao
  - 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