Publications

219 results for Adversarial Robustness and Privacy

Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions
- - Kartik Ahuja
  - Karthikeyan Shanmugam
  - et al.
- 2021
- AISTATS 2021
Don't Forget to Sign the Gradients!
- - Omid Aramoon
  - Pin-Yu Chen
  - et al.
- 2021
- MLSys 2021
Fast Training of Provably Robust Neural Networks by SingleProp
- - Akhilan Boopathy
  - Tsui-Wei Weng
  - et al.
- 2021
- AAAI 2021
Fake it Till You Make it: Self-Supervised Semantic Shifts for Monolingual Word Embedding Tasks
- - Maurício Gruppi
  - Sibel Adalı
  - et al.
- 2021
- AAAI 2021
Self-Progressing Robust Training
- - Minhao Cheng
  - Pin-Yu Chen
  - et al.
- 2021
- AAAI 2021
Adaptive Verifiable Training Using Pairwise Class Similarity
- - Shiqi Wang
  - Kevin Eykholt
  - 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
Optimizing Mode Connectivity via Neuron Alignment
- - N. Joseph Tatro
  - Pin-Yu Chen
  - et al.
- 2020
- NeurIPS 2020