Jordi Soria-Comas

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Enhancing data utility in differential privacy via microaggregation-based k\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{docume

Josep Domingo-Ferrer, Jordi Soria-Comas, Sergio Martínez, 2014, The VLDB Journal.

Appendix ( Data use-oriented evaluation ) to article “ Enhancing Data Utility in Differential Privacy via Microaggregation-based k-Anonymity ”

J. Domingo-Ferrer, Jordi Soria-Comas, David Sánchez, 2014 .

Multi-Dimensional Randomized Response

J. Domingo-Ferrer, Jordi Soria-Comas, 2022, IEEE Transactions on Knowledge and Data Engineering.

Database Anonymization

J. Domingo-Ferrer, Jordi Soria-Comas, David Sánchez, 2016 .

Disclosure risk assessment via record linkage by a maximum-knowledge attacker

Josep Domingo-Ferrer, Jordi Soria-Comas, Sara Ricci, 2015, 2015 13th Annual Conference on Privacy, Security and Trust (PST).

Database Anonymization: Privacy Models, Data Utility, and Microaggregation-based Inter-model Connections

Josep Domingo-Ferrer, Jordi Soria-Comas, David Sánchez, 2016, Database Anonymization.

Improving data utility in differential privacy and k-anonymity pdf

Jordi Soria-Comas, Jordi Soria-Comas, 2013, ArXiv.

Individual Differential Privacy: A Utility-Preserving Formulation of Differential Privacy Guarantees

Josep Domingo-Ferrer, Jordi Soria-Comas, David Megías, 2016, IEEE Transactions on Information Forensics and Security.

From t-closeness to differential privacy and vice versa in data anonymization

Josep Domingo-Ferrer, Jordi Soria-Comas, J. Domingo-Ferrer, 2015, Knowl. Based Syst..

Enhancing data utility in differential privacy via microaggregation-based $$k$$k-anonymity

J. Domingo-Ferrer, Jordi Soria-Comas, David Sánchez, 2014, The VLDB Journal.

Co-utile Collaborative Anonymization of Microdata

Josep Domingo-Ferrer, Jordi Soria-Comas, J. Domingo-Ferrer, 2015, MDAI.

Co-utility: Self-enforcing protocols without coordination mechanisms

Josep Domingo-Ferrer, Jordi Soria-Comas, Oana Ciobotaru, 2015, 2015 International Conference on Industrial Engineering and Operations Management (IEOM).

Probabilistic k-anonymity through microaggregation and data swapping

Josep Domingo-Ferrer, Jordi Soria-Comas, J. Domingo-Ferrer, 2012, 2012 IEEE International Conference on Fuzzy Systems.

Big Data Privacy: Challenges to Privacy Principles and Models

J. Domingo-Ferrer, Jordi Soria-Comas, 2016, Data Science and Engineering.

Differentially private data publishing via optimal univariate microaggregation and record perturbation

Josep Domingo-Ferrer, Jordi Soria-Comas, J. Domingo-Ferrer, 2018, Knowl. Based Syst..

Differentially Private Data Sets Based on Microaggregation and Record Perturbation

Josep Domingo-Ferrer, Jordi Soria-Comas, J. Domingo-Ferrer, 2017, MDAI.

Co-utility: Designing Self-enforcing and Mutually Beneficial Protocols

Josep Domingo-Ferrer, Jordi Soria-Comas, David Sánchez, 2018, CDC 2018.

Self-enforcing Collaborative Anonymization via Co-utility

Josep Domingo-Ferrer, Jordi Soria-Comas, J. Domingo-Ferrer, 2018 .

Mitigating the Curse of Dimensionality in Data Anonymization

Josep Domingo-Ferrer, Jordi Soria-Comas, J. Domingo-Ferrer, 2019, MDAI.

Co-Utility: Self-Enforcing protocols for the mutual benefit of participants

Josep Domingo-Ferrer, Jordi Soria-Comas, Sergio Martínez, 2017, Eng. Appl. Artif. Intell..

Self-enforcing protocols via co-utile reputation management

Josep Domingo-Ferrer, Jordi Soria-Comas, Oriol Farràs, 2016, Inf. Sci..

Steered Microaggregation as a Unified Primitive to Anonymize Data Sets and Data Streams

Josep Domingo-Ferrer, Jordi Soria-Comas, Rafael Mulero-Vellido, 2019, IEEE Transactions on Information Forensics and Security.

Utility-preserving differentially private data releases via individual ranking microaggregation pdf

Josep Domingo-Ferrer, Jordi Soria-Comas, Sergio Martínez, 2015, Inf. Fusion.

Differentially private data publishing via cross-moment microaggregation

Josep Domingo-Ferrer, Jordi Soria-Comas, Javier Parra-Arnau, 2020, Inf. Fusion.

Database Anonymization: Privacy Models, Data Utility, and Microaggregation-based Inter-model Connections

J. Domingo-Ferrer, Jordi Soria-Comas, David Sánchez, 2016, Database Anonymization.

Sensitivity-Independent differential Privacy via Prior Knowledge Refinement

Josep Domingo-Ferrer, Jordi Soria-Comas, J. Domingo-Ferrer, 2012, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

Differential privacy via t-closeness in data publishing

Josep Domingo-Ferrer, Jordi Soria-Comas, J. Domingo-Ferrer, 2013, 2013 Eleventh Annual Conference on Privacy, Security and Trust.

Optimal data-independent noise for differential privacy

Josep Domingo-Ferrer, Jordi Soria-Comas, J. Domingo-Ferrer, 2013, Inf. Sci..

t-Closeness through Microaggregation: Strict Privacy with Enhanced Utility Preservation

Josep Domingo-Ferrer, Jordi Soria-Comas, David Sánchez, 2015, IEEE Transactions on Knowledge and Data Engineering.

Steered Microaggregation: A Unified Primitive for Anonymization of Data Sets and Data Streams

J. Domingo-Ferrer, Jordi Soria-Comas, 2017, 2017 IEEE International Conference on Data Mining Workshops (ICDMW).

Automatic Anonymization of Textual Documents: Detecting Sensitive Information via Word Embeddings

Josep Domingo-Ferrer, Jordi Soria-Comas, David Sánchez, 2019, 2019 18th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/13th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE).

Multi-Dimensional Randomized Response

J. Domingo-Ferrer, Jordi Soria-Comas, 2020, IEEE Transactions on Knowledge and Data Engineering.

Multiparty Computation with Statistical Input Confidentiality via Randomized Response

Josep Domingo-Ferrer, Jordi Soria-Comas, Rafael Mulero-Vellido, 2018, PSD.

Connecting Randomized Response, Post-Randomization, Differential Privacy and t-Closeness via Deniability and Permutation pdf

Josep Domingo-Ferrer, Jordi Soria-Comas, J. Domingo-Ferrer, 2018, ArXiv.

Big Data Privacy: Challenges to Privacy Principles and Models

Josep Domingo-Ferrer, Jordi Soria-Comas, J. Domingo-Ferrer, 2015, Data Science and Engineering.