Publications

225 results for Adversarial Robustness and Privacy

Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation
- - Jiajin Zhang
  - Hanqing Chao
  - et al.
- 2023
- MICCAI 2023
Adversarial Auditing of Machine Learning Models under Compound Shift
- - Karan Bhanot
  - Dennis Wei
  - et al.
- 2023
- ESANN 2023
Spatially Constrained Adversarial Attack Detection and Localization in the Representation Space of Optical Flow Networks
- - Hannah Kim
  - Celia Cintas
  - et al.
- 2023
- IJCAI 2023
TRAD: Task-agnostic Representation of the Activation Space in Deep Neural Networks
- - Tanya Leah Akumu
  - Celia Cintas
  - et al.
- 2023
- IJCAI 2023
How to Bind Anonymous Credentials to Humans
- - Julia Hesse
  - Nitin Singh
  - et al.
- 2023
- USENIX Security 2023
On Robustness-Accuracy Characterization of Large Language Models using Synthetic Datasets
- - Ching-yun Ko
  - Pin-Yu Chen
  - et al.
- 2023
- ICML 2023
The 2nd Workshop on New Frontiers in Adversarial Machine Learning
- - Sijia Liu
  - Pin-Yu Chen
  - et al.
- 2023
- ICML 2023
MultiRobustBench: Benchmarking Robustness Against Multiple Attacks
- - Sihui Dai
  - Saeed Mahloujifar
  - et al.
- 2023
- ICML 2023
Identification of the Adversary from a Single Adversarial Example
- - Minhao Cheng
  - Rui Min
  - et al.
- 2023
- ICML 2023
BERRY: Bit Error Robustness for Energy-Efficient Reinforcement Learning-Based Autonomous Systems
- - Zishen Wan
  - Nandhini Chandramoorthy
  - et al.
- 2023
- DAC 2023