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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Is Federated Learning a Practical PET Yet?


Jan 09, 2023
Franziska Boenisch, Adam Dziedzic, Roei Schuster, Ali Shahin Shamsabadi, Ilia Shumailov, Nicolas Papernot

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

ImpNet: Imperceptible and blackbox-undetectable backdoors in compiled neural networks


Oct 04, 2022
Tim Clifford, Ilia Shumailov, Yiren Zhao, Ross Anderson, Robert Mullins

Add code

* 10 pages, 6 figures. For website see https://mlbackdoors.soc.srcf.net . For source code, see https://git.sr.ht/~tim-clifford/impnet_source 

   Access Paper or Ask Questions

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

DARTFormer: Finding The Best Type Of Attention


Oct 02, 2022
Jason Ross Brown, Yiren Zhao, Ilia Shumailov, Robert D Mullins

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

Wide Attention Is The Way Forward For Transformers


Oct 02, 2022
Jason Ross Brown, Yiren Zhao, Ilia Shumailov, Robert D Mullins

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

Augmentation Backdoors


Sep 29, 2022
Joseph Rance, Yiren Zhao, Ilia Shumailov, Robert Mullins

Add code

* 12 pages, 8 figures 

   Access Paper or Ask Questions

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

In Differential Privacy, There is Truth: On Vote Leakage in Ensemble Private Learning


Sep 22, 2022
Jiaqi Wang, Roei Schuster, Ilia Shumailov, David Lie, Nicolas Papernot

Add code

* To appear at NeurIPS 2022 

   Access Paper or Ask Questions

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

Efficient Adversarial Training With Data Pruning


Jul 01, 2022
Maximilian Kaufmann, Yiren Zhao, Ilia Shumailov, Robert Mullins, Nicolas Papernot

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

On the Limitations of Stochastic Pre-processing Defenses


Jun 19, 2022
Yue Gao, Ilia Shumailov, Kassem Fawaz, Nicolas Papernot

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

Architectural Backdoors in Neural Networks


Jun 15, 2022
Mikel Bober-Irizar, Ilia Shumailov, Yiren Zhao, Robert Mullins, Nicolas Papernot

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

Bounding Membership Inference


Feb 24, 2022
Anvith Thudi, Ilia Shumailov, Franziska Boenisch, Nicolas Papernot

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
1
2
3
>>