Borja Balle

Taxonomy of Risks posed by Language Models

Laura Weidinger, Jonathan Uesato, Maribeth Rauh et al. · 2022 ACM Conference on Fairness, Accountability, and Transparency · 2022 · 498 citations · Full text

Computer Ethic, Engineering, Information Security +19

Privacy-Preserving Distributed Linear Regression on High-Dimensional Data

Adrià Gascón, Phillipp Schoppmann, Borja Balle et al. · Proceedings on Privacy Enhancing Technologies · 2017 · 189 citations · Full text

Privacy Protection, Engineering, Privacy-preserving Techniques +18

Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences

Borja Balle, Gilles Barthe, Marco Gaboardi · arXiv (Cornell University) · 2018 · 105 citations · Full text

Privacy Protection, Engineering, Information Security +16

Secure Linear Regression on Vertically Partitioned Datasets.

Adrià Gascón, Phillipp Schoppmann, Borja Balle et al. · IACR Cryptology ePrint Archive · 2016 · 99 citations

Engineering, Data Science, Information Security +5

Extracting Training Data from Diffusion Models

Nicholas Carlini, Jamie Hayes, Milad Nasr et al. · arXiv (Cornell University) · 2023 · 96 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +23