Thomas Steinke

Best Publications

• A Hybrid Approach to Privacy-Preserving Federated Learning

  Stacey Truex;Nathalie Baracaldo;Ali Anwar;Thomas Steinke

  907
  Citations

• Concentrated Differential Privacy: Simplifications, Extensions, and Lower Bounds

  Unknown

  550
  Citations

• Exposed! A Survey of Attacks on Private Data

  Cynthia Dwork;Adam Smith;Thomas Steinke;Jonathan Ullman

  256
  Citations

• ZIB Structure Prediction Pipeline: Composing a Complex Biological Workflow Through Web Services

  Unknown

  245
  Citations

• Differential Privacy: A Primer for a Non-Technical Audience

  Alexandra Wood;Micah Altman;Aaron Bembenek;Mark Bun

  231
  Citations

• Algorithmic stability for adaptive data analysis

  Raef Bassily;Kobbi Nissim;Adam Smith;Thomas Steinke

  213
  Citations

• Robust Traceability from Trace Amounts

  Cynthia Dwork;Adam Smith;Thomas Steinke;Jonathan Ullman

  166
  Citations

• Composable and versatile privacy via truncated CDP

  Mark Bun;Cynthia Dwork;Guy N. Rothblum;Thomas Steinke

  135
  Citations

• MediGRID: Towards a user friendly secured grid infrastructure

  Dagmar Krefting;Julian Bart;Kamen Beronov;Olga Dzhimova

  132
  Citations

• Differential Privacy: A Primer for a Non-Technical Audience

  Alexandra Wood;Micah Altman;Aaron Bembenek;Mark Bun

  101
  Citations

• The MoSGrid Science Gateway - A Complete Solution for Molecular Simulations

  Jens Krüger;Richard Grunzke;Sandra Gesing;Sebastian Breuers

  82
  Citations

• Columba: an integrated database of proteins, structures, and annotations

  Silke Trißl;Kristian Rother;Heiko Müller;Thomas Steinke

  74
  Citations

• A Hybrid Approach to Privacy-Preserving Federated Learning: (Extended Abstract)

  Stacey Truex;Nathalie Baracaldo;Ali Anwar;Thomas Steinke

  73
  Citations

• A Hybrid Approach to Privacy-Preserving Federated Learning

  Stacey Truex;Nathalie Baracaldo;Ali Anwar;Thomas Steinke

  67
  Citations

• Concentrated Differential Privacy: Simplifications, Extensions, and Lower Bounds

  Unknown

  65
  Citations

• Stealing Part of a Production Language Model

  Unknown

  57
  Citations

• A Single Sign-On Infrastructure for Science Gateways on a Use Case for Structural Bioinformatics

  Sandra Gesing;Richard Grunzke;Jens Krüger;Georg Birkenheuer

  56
  Citations

• Hierarchical heavy hitters with the space saving algorithm

  M. Mitzenmacher;T. Steinke;J. Thaler

  54
  Citations

• Tight Lower Bounds for Differentially Private Selection

  Thomas Steinke;Jonathan Ullman

  53
  Citations

• Bridging the Gap between Computer Science and Legal Approaches to Privacy

  Kobbi Nissim;Aaron Bembenek;Alexandra B Wood;Mark Mar Bun

  45
  Citations