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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach



Nathalie Baracaldo , Ali Anwar , Mark Purcell , Ambrish Rawat , Mathieu Sinn , Bashar Altakrouri , Dian Balta , Mahdi Sellami , Peter Kuhn , Ulrich Schopp , Matthias Buchinger

* 16 pages, 4 figures, 2 tables 

   Access Paper or Ask Questions

Certified Federated Adversarial Training



Giulio Zizzo , Ambrish Rawat , Mathieu Sinn , Sergio Maffeis , Chris Hankin

* First presented at the 1st NeurIPS Workshop on New Frontiers in Federated Learning (NFFL 2021) 

   Access Paper or Ask Questions

Automated Robustness with Adversarial Training as a Post-Processing Step



Ambrish Rawat , Mathieu Sinn , Beat Buesser


   Access Paper or Ask Questions

The Devil is in the GAN: Defending Deep Generative Models Against Backdoor Attacks



Ambrish Rawat , Killian Levacher , Mathieu Sinn

* 33 pages, 10 figures 

   Access Paper or Ask Questions

FAT: Federated Adversarial Training



Giulio Zizzo , Ambrish Rawat , Mathieu Sinn , Beat Buesser

* NeurIPS 2020 Workshop on Scalability, Privacy, and Security in Federated Learning (SpicyFL) 

   Access Paper or Ask Questions

IBM Federated Learning: an Enterprise Framework White Paper V0.1



Heiko Ludwig , Nathalie Baracaldo , Gegi Thomas , Yi Zhou , Ali Anwar , Shashank Rajamoni , Yuya Ong , Jayaram Radhakrishnan , Ashish Verma , Mathieu Sinn , Mark Purcell , Ambrish Rawat , Tran Minh , Naoise Holohan , Supriyo Chakraborty , Shalisha Whitherspoon , Dean Steuer , Laura Wynter , Hifaz Hassan , Sean Laguna , Mikhail Yurochkin , Mayank Agarwal , Ebube Chuba , Annie Abay

* 17 pages 

   Access Paper or Ask Questions

How can AI Automate End-to-End Data Science?



Charu Aggarwal , Djallel Bouneffouf , Horst Samulowitz , Beat Buesser , Thanh Hoang , Udayan Khurana , Sijia Liu , Tejaswini Pedapati , Parikshit Ram , Ambrish Rawat , Martin Wistuba , Alexander Gray


   Access Paper or Ask Questions

A Survey on Neural Architecture Search



Martin Wistuba , Ambrish Rawat , Tejaswini Pedapati


   Access Paper or Ask Questions

Adversarial Robustness Toolbox v0.3.0



Maria-Irina Nicolae , Mathieu Sinn , Minh Ngoc Tran , Ambrish Rawat , Martin Wistuba , Valentina Zantedeschi , Nathalie Baracaldo , Bryant Chen , Heiko Ludwig , Ian M. Molloy , Ben Edwards

* 33 pages 

   Access Paper or Ask Questions

Scalable Multi-Class Bayesian Support Vector Machines for Structured and Unstructured Data



Martin Wistuba , Ambrish Rawat


   Access Paper or Ask Questions

1
2
>>