Publications

223 results for Adversarial Robustness and Privacy

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
Distributionally robust policy evaluation and learning in offline contextual bandits
- - Nian Si
  - Fan Zhang
  - et al.
- 2020
- ICML 2020
Proper network interpretability helps adversarial robustness in classification
- - Akhilan Boopathy
  - Sijia Liu
  - et al.
- 2020
- ICML 2020
Invariant Risk Minimization Games
- - Kartik Ahuja
  - Karthikeyan Shanmugam
  - et al.
- 2020
- ICML 2020
Min-max optimization without gradients: Convergence and applications to black-box evasion and poisoning attacks
- - Sijia Liu
  - Songtao Lu
  - et al.
- 2020
- ICML 2020
Transfer learning without knowing: Reprogramming black-box machine learning models with scarce data and limited resources
- - Yun Yun Tsai
  - Pin-Yu Chen
  - et al.
- 2020
- ICML 2020
Do You Sign Your Model?
- - Omid Aramoon
  - Pin-Yu Chen
  - et al.
- 2020
- ICML 2020