Publications

219 results for Adversarial Robustness and Privacy

Improving the affordability of robustness training for DNNs
- - Sidharth Gupta
  - Parijat Dube
  - et al.
- 2020
- CVPRW 2020
DNDNet: Reconfiguring CNN for adversarial robustness
- - Akhil Goel
  - Akshay Agarwal
  - et al.
- 2020
- CVPRW 2020
Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement
- - Chao Han Yang
  - Jun Qi
  - et al.
- 2020
- ICASSP 2020
Enhanced Adversarial Strategically-Timed Attacks Against Deep Reinforcement Learning
- - Chao-Han Huck Yang
  - Jun Qi
  - et al.
- 2020
- ICASSP 2020
Towards an efficient and general framework of robust training for graph neural networks
- - Kaidi Xu
  - Sijia Liu
  - et al.
- 2020
- ICASSP 2020
AdvMS: A Multi-Source Multi-Cost Defense Against Adversarial Attacks
- - Xiao Wang
  - Siyue Wang
  - et al.
- 2020
- ICASSP 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
Bridging Mode Connectivity in Loss Landscapes and Adversarial Robustness
- - Pu Zhao
  - Pin-Yu Chen
  - 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