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Books and Theses
- 2016
[b2]Josep Domingo-Ferrer, David Sánchez, Jordi Soria-Comas:
Database Anonymization: Privacy Models, Data Utility, and Microaggregation-based Inter-model Connections. Synthesis Lectures on Information Security, Privacy, & Trust, Morgan & Claypool Publishers 2016, ISBN 978-3-031-01219-8, pp. 1-136- 2013
- [b1]Jordi Soria-Comas:
Improving data utility in differential privacy and k-anony mity. University of Rovira i Virgili, Spain, 2013
Journal Articles
- 2022
- [j16]Josep Domingo-Ferrer
, Jordi Soria-Comas:
Multi-Dimensional Randomized Response. IEEE Trans. Knowl. Data Eng. 34(10): 4933-4946 (2022) - 2020
- [j15]David Sánchez, Sergio Martínez, Josep Domingo-Ferrer, Jordi Soria-Comas, Montserrat Batet:
µ-ANT: semantic microaggregation-based anonymization tool. Bioinform. 36(5): 1652-1653 (2020) - [j14]Javier Parra-Arnau, Josep Domingo-Ferrer, Jordi Soria-Comas:
Differentially private data publishing via cross-moment microaggregation. Inf. Fusion 53: 269-288 (2020) - 2019
- [j13]Josep Domingo-Ferrer, Jordi Soria-Comas, Rafael Mulero-Vellido:
Steered Microaggregation as a Unified Primitive to Anonymize Data Sets and Data Streams. IEEE Trans. Inf. Forensics Secur. 14(12): 3298-3311 (2019) - 2018
- [j12]Jordi Soria-Comas, Josep Domingo-Ferrer:
Differentially private data publishing via optimal univariate microaggregation and record perturbation. Knowl. Based Syst. 153: 78-90 (2018) - 2017
- [j11]Josep Domingo-Ferrer, Sergio Martínez, David Sánchez, Jordi Soria-Comas:
Co-Utility: Self-Enforcing protocols for the mutual benefit of participants. Eng. Appl. Artif. Intell. 59: 148-158 (2017) - [j10]Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez, David Megías:
Individual Differential Privacy: A Utility-Preserving Formulation of Differential Privacy Guarantees. IEEE Trans. Inf. Forensics Secur. 12(6): 1418-1429 (2017) - 2016
- [j9]Jordi Soria-Comas, Josep Domingo-Ferrer:
Big Data Privacy: Challenges to Privacy Principles and Models. Data Sci. Eng. 1(1): 21-28 (2016) - [j8]David Sánchez, Josep Domingo-Ferrer, Sergio Martínez, Jordi Soria-Comas:
Utility-preserving differentially private data releases via individual ranking microaggregation. Inf. Fusion 30: 1-14 (2016) - [j7]Josep Domingo-Ferrer, Oriol Farràs, Sergio Martínez, David Sánchez, Jordi Soria-Comas:
Self-enforcing protocols via co-utile reputation management. Inf. Sci. 367-368: 159-175 (2016) - [j6]Josep Domingo-Ferrer, David Sánchez, Jordi Soria-Comas:
Co-utility - Self-enforcing collaborative protocols with mutual help. Prog. Artif. Intell. 5(2): 105-110 (2016) - 2015
- [j5]Josep Domingo-Ferrer, Jordi Soria-Comas:
From t-closeness to differential privacy and vice versa in data anonymization. Knowl. Based Syst. 74: 151-158 (2015) - [j4]Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez, Sergio Martínez:
t-Closeness through Microaggregation: Strict Privacy with Enhanced Utility Preservation. IEEE Trans. Knowl. Data Eng. 27(11): 3098-3110 (2015) - 2014
- [j3]Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez, Sergio Martínez:
Enhancing data utility in differential privacy via microaggregation-based k-anonymity. VLDB J. 23(5): 771-794 (2014) - 2013
- [j2]Jordi Soria-Comas, Josep Domingo-Ferrer:
Optimal data-independent noise for differential privacy. Inf. Sci. 250: 200-214 (2013) - 2012
- [j1]Jordi Soria-Comas, Josep Domingo-Ferrer:
Sensitivity-Independent differential Privacy via Prior Knowledge Refinement. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 20(6): 855-876 (2012)
Conference and Workshop Papers
- 2022
- [c19]Josep Domingo-Ferrer, Jordi Soria-Comas:
Multi-Dimensional Randomized Response. ICDE 2022: 1517-1518 - 2019
- [c18]Jordi Soria-Comas, Josep Domingo-Ferrer, Rafael Mulero-Vellido:
Efficient Near-Optimal Variable-Size Microaggregation. MDAI 2019: 333-345 - [c17]Jordi Soria-Comas, Josep Domingo-Ferrer:
Mitigating the Curse of Dimensionality in Data Anonymization. MDAI 2019: 346-355 - [c16]Fadi Hassan, David Sánchez, Jordi Soria-Comas, Josep Domingo-Ferrer:
Automatic Anonymization of Textual Documents: Detecting Sensitive Information via Word Embeddings. TrustCom/BigDataSE 2019: 358-365 - 2018
- [c15]Fadi Hassan, Josep Domingo-Ferrer, Jordi Soria-Comas:
Anonymization of Unstructured Data via Named-Entity Recognition. MDAI 2018: 296-305 - [c14]Josep Domingo-Ferrer, Rafael Mulero-Vellido, Jordi Soria-Comas:
Multiparty Computation with Statistical Input Confidentiality via Randomized Response. PSD 2018: 175-186 - 2017
- [c13]Jordi Soria-Comas, Josep Domingo-Ferrer:
A Non-Parametric Model for Accurate and Provably Private Synthetic Data Sets. ARES 2017: 3:1-3:10 - [c12]Josep Domingo-Ferrer, Jordi Soria-Comas:
Steered Microaggregation: A Unified Primitive for Anonymization of Data Sets and Data Streams. ICDM Workshops 2017: 995-1002 - [c11]Jordi Soria-Comas, Josep Domingo-Ferrer:
Differentially Private Data Sets Based on Microaggregation and Record Perturbation. MDAI 2017: 119-131 - [c10]Josep Domingo-Ferrer, Sara Ricci, Jordi Soria-Comas:
A Methodology to Compare Anonymization Methods Regarding Their Risk-Utility Trade-off. MDAI 2017: 132-143 - 2016
- [c9]Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez, Sergio Martínez:
t-closeness through microaggregation: Strict privacy with enhanced utility preservation. ICDE 2016: 1464-1465 - [c8]Josep Domingo-Ferrer, Jordi Soria-Comas:
Anonymization in the Time of Big Data. PSD 2016: 57-68 - 2015
- [c7]Jordi Soria-Comas, Josep Domingo-Ferrer:
Co-utile Collaborative Anonymization of Microdata. MDAI 2015: 192-206 - [c6]Josep Domingo-Ferrer, Sara Ricci, Jordi Soria-Comas:
Disclosure risk assessment via record linkage by a maximum-knowledge attacker. PST 2015: 28-35 - 2014
- [c5]Josep Domingo-Ferrer, Jordi Soria-Comas:
Data Anonymization. CRiSIS 2014: 267-271 - 2013
- [c4]Jordi Soria-Comas, Josep Domingo-Ferrer:
Differential privacy via t-closeness in data publishing. PST 2013: 27-35 - [c3]Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez, Sergio Martínez:
Improving the Utility of Differentially Private Data Releases via k-Anonymity. TrustCom/ISPA/IUCC 2013: 372-379 - 2012
- [c2]Jordi Soria-Comas, Josep Domingo-Ferrer:
Probabilistic k-anonymity through microaggregation and data swapping. FUZZ-IEEE 2012: 1-8 - [c1]Jordi Soria-Comas, Josep Domingo-Ferrer:
Differential Privacy through Knowledge Refinement. SocialCom/PASSAT 2012: 702-707
Informal and Other Publications
- 2023
- [i9]Jordi Soria-Comas, David Sánchez, Josep Domingo-Ferrer, Sergio Martínez, Luis Del Vasto-Terrientes:
Conciliating Privacy and Utility in Data Releases via Individual Differential Privacy and Microaggregation. CoRR abs/2312.13712 (2023) - 2020
- [i8]Josep Domingo-Ferrer, Jordi Soria-Comas:
Multi-Dimensional Randomized Response. CoRR abs/2010.10881 (2020) - 2018
- [i7]Josep Domingo-Ferrer, Jordi Soria-Comas:
Connecting Randomized Response, Post-Randomization, Differential Privacy and t-Closeness via Deniability and Permutation. CoRR abs/1803.02139 (2018) - 2016
- [i6]Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez, David Megías:
Individual Differential Privacy: A Utility-Preserving Formulation of Differential Privacy Guarantees. CoRR abs/1612.02298 (2016) - 2015
- [i5]Josep Domingo-Ferrer, Jordi Soria-Comas, Oana Ciobotaru:
Co-Utility: Self-Enforcing Protocols without Coordination Mechanisms. CoRR abs/1503.02563 (2015) - [i4]David Sánchez, Josep Domingo-Ferrer, Sergio Martínez, Jordi Soria-Comas:
Utility-Preserving Differentially Private Data Releases Via Individual Ranking Microaggregation. CoRR abs/1512.02897 (2015) - [i3]Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez, Sergio Martínez:
t-Closeness through Microaggregation: Strict Privacy with Enhanced Utility Preservation. CoRR abs/1512.02909 (2015) - [i2]Josep Domingo-Ferrer, Jordi Soria-Comas:
From t-closeness to differential privacy and vice versa in data anonymization. CoRR abs/1512.05110 (2015) - 2013
- [i1]Jordi Soria-Comas:
Improving data utility in differential privacy and k-anonymity. CoRR abs/1307.0966 (2013)
Coauthor Index
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