Publications

225 results for Adversarial Robustness and Privacy

Lost In Translation: Generating Adversarial Examples Robust to Round-Trip Translation
- - Neel Bhandari
  - Pin-Yu Chen
- 2022
- ICLR 2022
Meta Adversarial Perturbations
- - Chia-Hung Yuan
  - Pin-Yu Chen
  - et al.
- 2022
- AAAI 2022
Adversarial Machine Learning for Good
- - Pin-Yu Chen
- 2022
- AAAI 2022
Random and Adversarial Bit Error Robustness: Energy-Efficient and Secure DNN Accelerators
- - David Stutz
  - Nandhini Chandramoorthy
  - et al.
- 2021
- IEEE TPAMI
Besting the Black-Box: Barrier Zones for Adversarial Example Defense
- - Kaleel Mahmood
  - Phuong Ha Nguyen
  - et al.
- 2021
- IEEE Access
Machine Learning Security and Privacy
- - Nathalie Baracaldo
  - Alina Oprea
- 2021
- IEEE Security and Privacy
Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning
- - Akshay Mehra
  - Bhavya Kailkhura
  - 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
When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning?
- - Lijie Fan
  - Sijia Liu
  - et al.
- 2021
- NeurIPS 2021
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
- - Joel Dapello
  - Jenelle Feather
  - et al.
- 2021
- NeurIPS 2021