Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
- Joel Dapello
- Jenelle Feather
- et al.
- 2021
- NeurIPS 2021
Publications
228 results for Adversarial Robustness and Privacy
Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations
- Yu-Lin Tsai
- Chia-Yi Hsu
- et al.
- 2021
- NeurIPS 2021
Catastrophic Data Leakage in Vertical Federated Learning
- Xiao Jin
- Pin-Yu Chen
- et al.
- 2021
- NeurIPS 2021
When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning?
- Lijie Fan
- Sijia Liu
- et al.
- 2021
- NeurIPS 2021
Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination
- Arpan Mukherjee
- Ali Tajer
- et al.
- 2021
- NeurIPS 2021
Robust Deep Reinforcement Learning through Adversarial Loss
- Tuomas Oikarinen
- Wang Zhang
- et al.
- 2021
- NeurIPS 2021
Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning
- Akshay Mehra
- Bhavya Kailkhura
- 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
Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks
- Yonggan Fu
- Qixuan Yu
- 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