Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Learning to Invert: Simple Adaptive Attacks for Gradient Inversion in Federated Learning


Oct 19, 2022
Ruihan Wu, Xiangyu Chen, Chuan Guo, Kilian Q. Weinberger

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Differentially Private Multi-Party Data Release for Linear Regression


Jun 18, 2022
Ruihan Wu, Xin Yang, Yuanshun Yao, Jiankai Sun, Tianyi Liu, Kilian Q. Weinberger, Chong Wang

Add code

* UAI 2022 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Does Label Differential Privacy Prevent Label Inference Attacks?


Feb 25, 2022
Ruihan Wu, Jin Peng Zhou, Kilian Q. Weinberger, Chuan Guo

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Online Adaptation to Label Distribution Shift


Jul 09, 2021
Ruihan Wu, Chuan Guo, Yi Su, Kilian Q. Weinberger

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Fixes That Fail: Self-Defeating Improvements in Machine-Learning Systems


Mar 22, 2021
Ruihan Wu, Chuan Guo, Awni Hannun, Laurens van der Maaten

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Making Paper Reviewing Robust to Bid Manipulation Attacks


Feb 22, 2021
Ruihan Wu, Chuan Guo, Felix Wu, Rahul Kidambi, Laurens van der Maaten, Kilian Q. Weinberger

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Correlator Convolutional Neural Networks: An Interpretable Architecture for Image-like Quantum Matter Data


Nov 06, 2020
Cole Miles, Annabelle Bohrdt, Ruihan Wu, Christie Chiu, Muqing Xu, Geoffrey Ji, Markus Greiner, Kilian Q. Weinberger, Eugene Demler, Eun-Ah Kim

Add code

* 7 pages, 4 figures + 13 pages of supplemental material 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

TrojanNet: Embedding Hidden Trojan Horse Models in Neural Networks


Feb 24, 2020
Chuan Guo, Ruihan Wu, Kilian Q. Weinberger

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Product Kernel Interpolation for Scalable Gaussian Processes


Feb 24, 2018
Jacob R. Gardner, Geoff Pleiss, Ruihan Wu, Kilian Q. Weinberger, Andrew Gordon Wilson

Add code

* Appears in Artificial Intelligence and Statistics (AISTATS) 21, 2018 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
>>