Publications

225 results for Adversarial Robustness and Privacy

Self-Progressing Robust Training
- - Minhao Cheng
  - Pin-Yu Chen
  - et al.
- 2021
- AAAI 2021
Fast Training of Provably Robust Neural Networks by SingleProp
- - Akhilan Boopathy
  - Tsui-Wei Weng
  - et al.
- 2021
- AAAI 2021
Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning
- - Syed Zawad
  - Ahsan Ali
  - et al.
- 2021
- AAAI 2021
Neural belief reasoner
- - Haifeng Qian
- 2021
- IJCAI 2020
Detecting adversarial attacks via subset scanning of autoencoder activations and reconstruction error
- - Celia Cintas
  - Skyler Speakman
  - et al.
- 2021
- IJCAI 2020
Higher-Order Certification For Randomized Smoothing
- - Jeet Mohapatra; Ching-Yun Ko
  - Tsui-Wei Weng
  - et al.
- 2020
- NeurIPS 2020
Optimizing Mode Connectivity via Neuron Alignment
- - N. Joseph Tatro
  - Pin-Yu Chen
  - et al.
- 2020
- NeurIPS 2020
Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations
- - Joel Dapello
  - Tiago Marques
  - et al.
- 2020
- NeurIPS 2020
Reprogramming Language Models for Molecular Representation Learning
- - Ria Vinod
  - Pin-Yu Chen
  - et al.
- 2020
- NeurIPS 2020
Certified Interpretability Robustness for Class Activation Mapping
- - Alex Gu
  - Tsui-Wei Weng
  - et al.
- 2020
- NeurIPS 2020