Publications

219 results for Adversarial Robustness and Privacy

Higher-Order Certification For Randomized Smoothing
- - Jeet Mohapatra; Ching-Yun Ko
  - Tsui-Wei Weng
  - et al.
- 2020
- NeurIPS 2020
Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations
- - Joel Dapello
  - Tiago Marques
  - et al.
- 2020
- NeurIPS 2020
Reprogramming Language Models for Molecular Representation Learning
- - Ria Vinod
  - Pin-Yu Chen
  - et al.
- 2020
- NeurIPS 2020
Certified Interpretability Robustness for Class Activation Mapping
- - Alex Gu
  - Tsui-Wei Weng
  - et al.
- 2020
- NeurIPS 2020
Stealthy Poisoning Attack on Certified Robustness
- - Akshay Mehra
  - Bhavya Kailkhura
  - et al.
- 2020
- NeurIPS 2020
FAT: Federated Adversarial Training
- - Giulio Zizzo
  - Ambrish Rawat
  - et al.
- 2020
- NeurIPS 2020
Text Captcha Is Dead? A Large Scale Deployment and Empirical Study
- - Chenghui Shi
  - Shouling Ji
  - et al.
- 2020
- CCS 2020
Adversarial Knowledge Transfer from Unlabeled Data
- - Akash Gupta
  - Rameswar Panda
  - et al.
- 2020
- MM 2020
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications
- - Sijia Liu
  - Pin-Yu Chen
  - et al.
- 2020
- IEEE SPM
Identifying Audio Adversarial Examples via Anomalous Pattern Detection
- - Victor Akinwande
  - Celia Cintas
  - et al.
- 2020
- KDD 2020