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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Oblivious Sampling Algorithms for Private Data Analysis



Sajin Sasy , Olga Ohrimenko

* Appeared in NeurIPS 2019 

   Access Paper or Ask Questions

Attribute Privacy: Framework and Mechanisms



Wanrong Zhang , Olga Ohrimenko , Rachel Cummings


   Access Paper or Ask Questions

Replication-Robust Payoff-Allocation with Applications in Machine Learning Marketplaces



Dongge Han , Shruti Tople , Alex Rogers , Michael Wooldridge , Olga Ohrimenko , Sebastian Tschiatschek


   Access Paper or Ask Questions

Dataset-Level Attribute Leakage in Collaborative Learning



Wanrong Zhang , Shruti Tople , Olga Ohrimenko


   Access Paper or Ask Questions

Analyzing Privacy Loss in Updates of Natural Language Models



Shruti Tople , Marc Brockschmidt , Boris Köpf , Olga Ohrimenko , Santiago Zanella-Béguelin


   Access Paper or Ask Questions

Collaborative Machine Learning Markets with Data-Replication-Robust Payments



Olga Ohrimenko , Shruti Tople , Sebastian Tschiatschek


   Access Paper or Ask Questions

Contamination Attacks and Mitigation in Multi-Party Machine Learning



Jamie Hayes , Olga Ohrimenko


   Access Paper or Ask Questions