44 citations · 51 across the 2 of their papers we have counts for
3 papers
Think Global, Act Local: Gossip and Client Audits in Verifiable Data Structures
Sarah Meiklejohn, Pavel Kalinnikov, Cindy S. Lin +4
In recent years, there has been increasing recognition of the benefits of having services provide auditable logs of data, as demonstrated by the deployment of Certificate Transpare…
Advances and Open Problems in Federated Learning
Peter Kairouz, H. Brendan McMahan, Brendan Avent +56
Federated learning (FL) is a machine learning setting where many clients (e.g. mobile devices or whole organizations) collaboratively train a model under the orchestration of a cen…
Secure Computation for Machine Learning With SPDZ
Valerie Chen, Valerio Pastro, Mariana Raykova
Secure Multi-Party Computation (MPC) is an area of cryptography that enables computation on sensitive data from multiple sources while maintaining privacy guarantees. However, theo…