Borja Balle - Concepedia

Author

Borja Balle

Universitat Politècnica de Catalunya ORCID

Also Known As

B. Balle, Balle Borja, Balle, Borja, Borja Balle, Borja Balle, Ghazi, Badih

122

Publications

2.6K

Citations

H-Index

Concepts

All Affiliations

Universitat Politècnica de Catalunya McGill University Amazon (United States)Amazon (Germany)Google (United States)

About

Borja Balle is an author at Universitat Politècnica de Catalunya specializing in engineering, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	19	29	1.8K
2	Language Studies	3	3	608
3	Education	2	2	55
4	Business	1	1	10
5	Management	1	1	85

Borja Balle

Publications

2.2K

Citations

H-Index

Page 1

	Year	Citations
Taxonomy of Risks posed by Language Models Laura Weidinger, Jonathan Uesato, Maribeth Rauh, 2022 ACM Conference on Fairness, Accountability, and Transparency Computer EthicEngineeringInformation SecurityRisk AnalysisDigital Ethic	2022	498
Privacy-Preserving Distributed Linear Regression on High-Dimensional Data Adrià Gascón, Phillipp Schoppmann, Borja Balle, Proceedings on Privacy Enhancing Technologies Privacy ProtectionEngineeringPrivacy-preserving TechniquesMachine LearningInformation Security	2017	189
Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences Borja Balle, Gilles Barthe, Marco Gaboardi arXiv (Cornell University) Privacy ProtectionEngineeringInformation SecurityData SciencePrivacy System	2018	105
Secure Linear Regression on Vertically Partitioned Datasets. Adrià Gascón, Phillipp Schoppmann, Borja Balle, IACR Cryptology ePrint Archive EngineeringData ScienceInformation SecurityPartition (Database)Data Privacy	2016	99
Extracting Training Data from Diffusion Models Nicholas Carlini, Jamie Hayes, Milad Nasr, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningInformation ForensicsImage Analysis	2023	96
Subsampled R\\'enyi Differential Privacy and Analytical Moments\n Accountant Yu-Xiang Wang, Borja Balle, Shiva Prasad Kasiviswanathan arXiv (Cornell University)	2018	95
Model-Agnostic Counterfactual Explanations for Consequential Decisions Amir-Hossein Karimi, Gilles Barthe, Borja Balle, arXiv (Cornell University) EngineeringBehavioral Decision MakingModel-based ReasoningVerificationFormal Verification	2019	85
Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising Borja Balle, Yu-Xiang Wang arXiv (Cornell University) Privacy ProtectionEngineeringMachine LearningInformation SecurityAnalytical Calibration	2018	80
Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences Borja Balle, Gilles Barthe, Marco Gaboardi arXiv (Cornell University) Privacy ProtectionPrivate MechanismEngineeringData ScienceInformation Security	2018	80
Reconstructing Training Data with Informed Adversaries Borja Balle, Giovanni Cherubin, Jamie Hayes 2022 IEEE Symposium on Security and Privacy (SP)	2022	74

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