Enhancing data utility in differential privacy via microaggregation-based -anonymity J Soria-Comas, J Domingo-Ferrer, D Sánchez, S Martínez The VLDB Journal 23 (5), 771-794, 2014 | 217 | 2014 |
Individual differential privacy: A utility-preserving formulation of differential privacy guarantees J Soria-Comas, J Domingo-Ferrer, D Sánchez, D Megías IEEE Transactions on Information Forensics and Security 12 (6), 1418-1429, 2017 | 174 | 2017 |
t-closeness through microaggregation: Strict privacy with enhanced utility preservation J Soria-Comas, J Domingo-Ferrer, D Sanchez, S Martinez IEEE Transactions on Knowledge and Data Engineering 27 (11), 3098-3110, 2015 | 150 | 2015 |
Big data privacy: challenges to privacy principles and models J Soria-Comas, J Domingo-Ferrer Data science and engineering 1 (1), 21-28, 2016 | 146 | 2016 |
From t-closeness to differential privacy and vice versa in data anonymization J Domingo-Ferrer, J Soria-Comas Knowledge-Based Systems 74, 151-158, 2015 | 121 | 2015 |
Database anonymization: privacy models, data utility, and microaggregation-based inter-model connections J Domingo-Ferrer, D Sánchez, J Soria-Comas Springer Nature, 2022 | 118 | 2022 |
Optimal data-independent noise for differential privacy J Soria-Comas, J Domingo-Ferrer Information Sciences 250, 200-214, 2013 | 95 | 2013 |
Probabilistic k-anonymity through microaggregation and data swapping J Soria-Comas, J Domingo-Ferrer 2012 IEEE International Conference on Fuzzy Systems, 1-8, 2012 | 78 | 2012 |
Differential privacy via t-closeness in data publishing J Soria-Comas, J Domingo-Ferrert 2013 Eleventh Annual Conference on Privacy, Security and Trust, 27-35, 2013 | 70 | 2013 |
Utility-preserving differentially private data releases via individual ranking microaggregation D Sánchez, J Domingo-Ferrer, S Martínez, J Soria-Comas Information Fusion 30, 1-14, 2016 | 67 | 2016 |
Disclosure risk assessment via record linkage by a maximum-knowledge attacker J Domingo-Ferrer, S Ricci, J Soria-Comas 2015 13th Annual Conference on Privacy, Security and Trust (PST), 28-35, 2015 | 58 | 2015 |
Co-utility: self-enforcing protocols for the mutual benefit of participants J Domingo-Ferrer, S Martínez, D Sánchez, J Soria-Comas Engineering Applications of Artificial Intelligence 59, 148-158, 2017 | 49 | 2017 |
Improving the utility of differentially private data releases via k-anonymity J Soria-Comas, J Domingo-Ferrer, D Sánchez, S Martínez 2013 12th IEEE International Conference on Trust, Security and Privacy in …, 2013 | 42 | 2013 |
Self-enforcing protocols via co-utile reputation management J Domingo-Ferrer, O Farras, S Martinez, D Sánchez, J Soria-Comas Information Sciences 367, 159-175, 2016 | 35 | 2016 |
Automatic anonymization of textual documents: detecting sensitive information via word embeddings F Hassan, D Sánchez, J Soria-Comas, J Domingo-Ferrer 2019 18th IEEE International Conference On Trust, Security And Privacy In …, 2019 | 34 | 2019 |
Anonymization of unstructured data via named-entity recognition F Hassan, J Domingo-Ferrer, J Soria-Comas Modeling Decisions for Artificial Intelligence: 15th International …, 2018 | 34 | 2018 |
Co-utile collaborative anonymization of microdata J Soria-Comas, J Domingo-Ferrer Modeling Decisions for Artificial Intelligence: 12th International …, 2015 | 30 | 2015 |
Anonymization in the time of big data J Domingo-Ferrer, J Soria-Comas Privacy in Statistical Databases: UNESCO Chair in Data Privacy …, 2016 | 28 | 2016 |
Steered microaggregation as a unified primitive to anonymize data sets and data streams J Domingo-Ferrer, J Soria-Comas, R Mulero-Vellido IEEE Transactions on Information Forensics and Security 14 (12), 3298-3311, 2019 | 26 | 2019 |
Co-utility: self-enforcing collaborative protocols with mutual help J Domingo-Ferrer, D Sánchez, J Soria-Comas Progress in Artificial Intelligence 5, 105-110, 2016 | 26 | 2016 |