Publications

223 results for Adversarial Robustness and Privacy

Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks
- - Yonggan Fu
  - Qixuan Yu
  - et al.
- 2021
- NeurIPS 2021
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing
- - Aadarsh Sahoo
  - Rutav Shah
  - et al.
- 2021
- NeurIPS 2021
Adversarial Attack Generation Empowered by Min-Max Optimization
- - Jingkang Wang
  - Tianyun Zhang
  - et al.
- 2021
- NeurIPS 2021
Robust Deep Reinforcement Learning through Adversarial Loss
- - Tuomas Oikarinen
  - Wang Zhang
  - et al.
- 2021
- NeurIPS 2021
WristPrint: Characterizing User Re-identification Risks from Wrist-worn Accelerometry Data
- - Nazir Saleheen
  - Md Azim Ullah
  - et al.
- 2021
- CCS 2021
AHEAD: Adaptive Hierarchical Decomposition for Range Query under Local Differential Privacy
- - Linkang Du
  - Zhikun Zhang
  - et al.
- 2021
- CCS 2021
Privacy preserving explanations for hierarchical time series forecasts
- - Surya Shravan Kumar Sajja
  - Sumanta Mukherjee
  - et al.
- 2021
- INFORMS 2021
Secure Random Sampling in Differential Privacy
- - Naoise Holohan
  - Stefano Braghin
- 2021
- ESORICS 2021
Anonymizing Machine Learning Models
- - Abigail Goldsteen
  - Micha Moffie
  - et al.
- 2021
- ESORICS 2021
Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models
- - Xiao Zang
  - Yi Xie
  - et al.
- 2021
- IJCAI 2021