Borja Balle
Google (United States)(US)DeepMind (United Kingdom)(GB)
Publications by Year
Research Areas
Privacy-Preserving Technologies in Data, Machine Learning and Algorithms, semigroups and automata theory, Cryptography and Data Security, Adversarial Robustness in Machine Learning
Most-Cited Works
- → Taxonomy of Risks posed by Language Models(2022)518 cited
- → Privacy-Preserving Distributed Linear Regression on High-Dimensional Data(2017)189 cited
- → Improving the Gaussian Mechanism for Differential Privacy: Analytical\n Calibration and Optimal Denoising(2018)129 cited
- → Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences(2018)105 cited
- Secure Linear Regression on Vertically Partitioned Datasets.(2016)
- → Extracting Training Data from Diffusion Models(2023)96 cited
- → Subsampled R\\'enyi Differential Privacy and Analytical Moments\n Accountant(2018)95 cited
- → Model-Agnostic Counterfactual Explanations for Consequential Decisions(2019)85 cited