Search results for "Microaggregation"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
155	Josep Domingo-Ferrer	Microaggregation for Database and Location Privacy.	NGITS	2006	DBLP DOI BibTeX RDF	Statistical database privacy, Location privacy, k-Anonymity, Wireless systems, Microaggregation
155	Josep Domingo-Ferrer, Francesc Sebé	Optimal Multivariate 2-Microaggregation for Microdata Protection: A 2-Approximation.	Privacy in Statistical Databases	2006	DBLP DOI BibTeX RDF	Clustering, Privacy-preserving data mining, Statistical disclosure control, Statistical databases, Microaggregation
137	Jordi Nin, Javier Herranz, Vicenç Torra	Attribute selection in multivariate microaggregation.	PAIS	2008	DBLP DOI BibTeX RDF	statistical disclosure control, attribute selection, microaggregation
137	Josep Domingo-Ferrer, Antoni Martínez-Ballesté, Josep Maria Mateo-Sanz, Francesc Sebé	Efficient multivariate data-oriented microaggregation.	VLDB J.	2006	DBLP DOI BibTeX RDF	Privacy, Anonymity, Statistical disclosure control, Statistical databases, Microaggregation, Microdata protection
118	Jordi Pont-Tuset, Jordi Nin, Pau Medrano-Gracia, Josep Lluís Larriba-Pey, Victor Muntés-Mulero	Improving Microaggregation for Complex Record Anonymization.	MDAI	2008	DBLP DOI BibTeX RDF	Privacy in Statistical Databases, k-anonymity, Microaggregation
118	Josep Domingo-Ferrer, Josep Maria Mateo-Sanz	Practical Data-Oriented Microaggregation for Statistical Disclosure Control.	IEEE Trans. Knowl. Data Eng.	2002	DBLP DOI BibTeX RDF	genetic algorithms, hierarchical clustering, statistical disclosure control, statistical databases, microaggregation, microdata protection
100	Vicenç Torra	Microaggregation for Categorical Variables: A Median Based Approach.	Privacy in Statistical Databases	2004	DBLP DOI BibTeX RDF	Masking methods, Clustering, Privacy preserving data mining, Data protection, Categorical data, Microaggregation
100	Stephen Lee Hansen, Sumitra Mukherjee	A Polynomial Algorithm for Optimal Univariate Microaggregation.	IEEE Trans. Knowl. Data Eng.	2003	DBLP DOI BibTeX RDF	clustering, shortest path, Statistical databases, microaggregation, information loss, microdata protection
100	Ramesh A. Dandekar, Josep Domingo-Ferrer, Francesc Sebé	LHS-Based Hybrid Microdata vs Rank Swapping and Microaggregation for Numeric Microdata Protection.	Inference Control in Statistical Databases	2002	DBLP DOI BibTeX RDF	Microdata masking, synthetic microdata generation, rank swapping, microaggregation
96	Ting-ting Cen, Jian-min Han, Huiqun Yu, Yu Juan	An Efficient Microaggregation Algorithm for Mixed Data.	CSSE (3)	2008	DBLP DOI BibTeX RDF
96	Michael J. Laszlo, Sumitra Mukherjee	Minimum Spanning Tree Partitioning Algorithm for Microaggregation.	IEEE Trans. Knowl. Data Eng.	2005	DBLP DOI BibTeX RDF
96	Yingjiu Li, Sencun Zhu, Lingyu Wang 0001, Sushil Jajodia	A Privacy-Enhanced Microaggregation Method.	FoIKS	2002	DBLP DOI BibTeX RDF
85	Isaac Cano, Guillermo Navarro-Arribas, Vicenç Torra	A new framework to automate constrained microaggregation.	CIKM-PAVLAD	2009	DBLP DOI BibTeX RDF	microaggregation with constraints, privacy preserving data mining, data privacy, microaggregation, data editing
81	Agusti Solanas, Arnau Gavalda, Robert Rallo	Micro-SOM: A Linear-Time Multivariate Microaggregation Algorithm Based on Self-Organizing Maps.	ICANN (1)	2009	DBLP DOI BibTeX RDF	Privacy, Self-Organizing Maps, k-Anonymity, Microaggregation
81	Josep Domingo-Ferrer, Vicenç Torra	Ordinal, Continuous and Heterogeneous k-Anonymity Through Microaggregation.	Data Min. Knowl. Discov.	2005	DBLP DOI BibTeX RDF	microdata privacy, k-anonymity, database security, microaggregation
81	Traian Marius Truta, Farshad Fotouhi, Daniel C. Barth-Jones	Privacy and confidentiality management for the microaggregation disclosure control method: disclosure risk and information loss measures.	WPES	2003	DBLP DOI BibTeX RDF	information loss and microaggregation, data privacy, microdata, disclosure risk, statistical disclosure
74	Aïda Valls, Cristina Gómez-Alonso, Vicenç Torra	Generation of Prototypes for Masking Sequences of Events.	ARES	2009	DBLP DOI BibTeX RDF
63	Josep Domingo-Ferrer, Francesc Sebé, Agusti Solanas	An Anonymity Model Achievable Via Microaggregation.	Secure Data Management	2008	DBLP DOI BibTeX RDF	privacy, statistical disclosure control, statistical databases, Microaggregation, microdata protection
59	Vicenç Torra, Sadaaki Miyamoto	Evaluating Fuzzy Clustering Algorithms for Microdata Protection.	Privacy in Statistical Databases	2004	DBLP DOI BibTeX RDF	Fuzzy clustering, Privacy preserving data mining, Statistical Disclosure Control, Inference Control, Microaggregation, Microdata Protection
59	Michael J. Laszlo, Sumitra Mukherjee	Approximation Bounds for Minimum Information Loss Microaggregation.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
59	Antoni Martínez-Ballesté, Agusti Solanas, Josep Domingo-Ferrer, Josep Maria Mateo-Sanz	A Genetic Approach to Multivariate Microaggregation for Database Privacy.	ICDE Workshops	2007	DBLP DOI BibTeX RDF
59	Jordi Nin, Vicenç Torra	Extending Microaggregation Procedures for Time Series Protection.	RSCTC	2006	DBLP DOI BibTeX RDF
59	Josep A. Sànchez, Julià Urrutia, Enric Ripoll	Trade-Off between Disclosure Risk and Information Loss Using Multivariate Microaggregation: A Case Study on Business Data.	Privacy in Statistical Databases	2004	DBLP DOI BibTeX RDF
43	Armando Maya López, Fran Casino, Agusti Solanas	Improving Multivariate Microaggregation through Hamiltonian Paths and Optimal Univariate Microaggregation.	Symmetry	2021	DBLP DOI BibTeX RDF
37	Kuan Lun Huang, Salil S. Kanhere, Wen Hu	Towards Privacy-Sensitive Participatory Sensing.	PerCom Workshops	2009	DBLP DOI BibTeX RDF
37	Da-Wei Wang 0004, Churn-Jung Liau, Tsan-sheng Hsu	Granulation as a Privacy Protection Mechanism.	Trans. Rough Sets	2007	DBLP DOI BibTeX RDF
22	Xiao-Bai Li, Sumit Sarkar	A Tree-Based Data Perturbation Approach for Privacy-Preserving Data Mining.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	data mining, Privacy, kd-trees, microaggregation, data perturbation
22	Agusti Solanas, Antoni Martínez-Ballesté, Josep Domingo-Ferrer, Josep Maria Mateo-Sanz	A 2d-Tree-Based Blocking Method for Microaggregating Very Large Data Sets.	ARES	2006	DBLP DOI BibTeX RDF	Privacy, Blocking, Statistical Disclosure Control, Microaggregation
22	Traian Marius Truta, Farshad Fotouhi, Daniel C. Barth-Jones	Assessing global disclosure risk in masked microdata.	WPES	2004	DBLP DOI BibTeX RDF	information loss and microaggregation, data privacy, microdata, disclosure risk, statistical disclosure
22	Vladimiro González-Zelaya, Julián Salas, David Megías 0001, Paolo Missier	Fair and Private Data Preprocessing through Microaggregation.	ACM Trans. Knowl. Discov. Data	2024	DBLP DOI BibTeX RDF
22	Armando Maya López, Antoni Martínez-Ballesté, Fran Casino	A compression strategy for an efficient TSP-based microaggregation.	Expert Syst. Appl.	2023	DBLP DOI BibTeX RDF
22	Xinxin Ye, Youwen Zhu, Miao Zhang, Hai Deng	Differential Privacy Data Release Scheme Using Microaggregation With Conditional Feature Selection.	IEEE Internet Things J.	2023	DBLP DOI BibTeX RDF
22	Jordi Soria-Comas, David Sánchez 0001, Josep Domingo-Ferrer, Sergio Martínez, Luis Del Vasto-Terrientes	Conciliating Privacy and Utility in Data Releases via Individual Differential Privacy and Microaggregation.	CoRR	2023	DBLP DOI BibTeX RDF
22	Václav Blazej, Robert Ganian, Dusan Knop, Jan Pokorný, Simon Schierreich, Kirill Simonov	The Parameterized Complexity of Network Microaggregation.	AAAI	2023	DBLP DOI BibTeX RDF
22	Edgar Batista, Antoni Martínez-Ballesté, Agusti Solanas	Privacy-preserving process mining: A microaggregation-based approach.	J. Inf. Secur. Appl.	2022	DBLP DOI BibTeX RDF
22	Soobin Lee, Won-Yong Shin	Utility-Embraced Microaggregation for Machine Learning Applications.	IEEE Access	2022	DBLP DOI BibTeX RDF
22	Jordi Castro 0001, Claudio Gentile, Enric Spagnolo-Arrizabalaga	An algorithm for the microaggregation problem using column generation.	Comput. Oper. Res.	2022	DBLP DOI BibTeX RDF
22	Malik Imran Daud, Muhammad Shaheen, Abbas Ahmed	Multivariate Microaggregation of Set-Valued Data.	CoRR	2022	DBLP DOI BibTeX RDF
22	Malik Imran Daud, Muhammad Shaheen, Abbas Ahmed	Multivariate Microaggregation of Set-Valued Data.	Inf. Technol. Control.	2022	DBLP DOI BibTeX RDF
22	Jordi Castro 0001, Claudio Gentile, Enric Spagnolo-Arrizabalaga	An Optimization-Based Decomposition Heuristic for the Microaggregation Problem.	PSD	2022	DBLP DOI BibTeX RDF
22	Augusto Cesar Fadel, Luiz Satoru Ochi, José Andre de Moura Brito, Gustavo Silva Semaan	Microaggregation heuristic applied to statistical disclosure control.	Inf. Sci.	2021	DBLP DOI BibTeX RDF
22	Sarah Zouinina, Younès Bennani, Nicoleta Rogovschi, Abdelouahid Lyhyaoui	Data Anonymization through Collaborative Multi-view Microaggregation.	J. Intell. Syst.	2021	DBLP DOI BibTeX RDF
22	Florian Thaeter, Rüdiger Reischuk	Hardness of k-anonymous microaggregation.	Discret. Appl. Math.	2021	DBLP DOI BibTeX RDF
22	Florian Thaeter, Rüdiger Reischuk	Scalable k-anonymous Microaggregation: Exploiting the Tradeoff between Computational Complexity and Information Loss.	SECRYPT	2021	DBLP DOI BibTeX RDF
22	Armando Maya López, Fran Casino, Agusti Solanas, Antoni Martínez-Ballesté	Microaggregation Optimisation Through Random Cluster Shuffling.	ApplePies	2021	DBLP DOI BibTeX RDF
22	Florian Thaeter, Rüdiger Reischuk	Improving Time Complexity and Utility of k-anonymous Microaggregation.	ICETE (Selected Papers)	2021	DBLP DOI BibTeX RDF
22	Florian Thaeter	κ-anonymous Microaggregation. (PDF / PS)		2021	RDF
22	Esteve Pallarès, David Rebollo-Monedero, Ana Rodríguez-Hoyos, José Estrada-Jiménez, Ahmad Mohamad Mezher, Jordi Forné	Mathematically optimized, recursive prepartitioning strategies for k-anonymous microaggregation of large-scale datasets.	Expert Syst. Appl.	2020	DBLP DOI BibTeX RDF
22	Vicenç Torra	Fuzzy clustering-based microaggregation to achieve probabilistic k-anonymity for data with constraints.	J. Intell. Fuzzy Syst.	2020	DBLP DOI BibTeX RDF
22	Reza Mortazavi	Improved Univariate Microaggregation for Integer Values.	ISC Int. J. Inf. Secur.	2020	DBLP DOI BibTeX RDF
22	Md. Enamul Kabir, Abdun Naser Mahmood, Hua Wang 0002, Abdul K. Mustafa	Microaggregation Sorting Framework for K-Anonymity Statistical Disclosure Control in Cloud Computing.	IEEE Trans. Cloud Comput.	2020	DBLP DOI BibTeX RDF
22	Balkis Abidi, Sadok Ben Yahia, Charith Perera	Hybrid microaggregation for privacy preserving data mining.	J. Ambient Intell. Humaniz. Comput.	2020	DBLP DOI BibTeX RDF
22	Gaoming Yang, Xinxin Ye, Xianjin Fang, Rongshi Wu, Li Wang 0075	Associated Attribute-Aware Differentially Private Data Publishing via Microaggregation.	IEEE Access	2020	DBLP DOI BibTeX RDF
22	David Sánchez 0001, Sergio Martínez, Josep Domingo-Ferrer, Jordi Soria-Comas, Montserrat Batet	µ-ANT: semantic microaggregation-based anonymization tool.	Bioinform.	2020	DBLP DOI BibTeX RDF
22	Alberto Blanco-Justicia, Josep Domingo-Ferrer, Sergio Martínez, David Sánchez 0001	Machine learning explainability via microaggregation and shallow decision trees.	Knowl. Based Syst.	2020	DBLP DOI BibTeX RDF
22	Ana Rodríguez-Hoyos, José Estrada-Jiménez, David Rebollo-Monedero, Ahmad Mohamad Mezher, Javier Parra-Arnau, Jordi Forné	The Fast Maximum Distance to Average Vector (F-MDAV): An algorithm for k-anonymous microaggregation in big data.	Eng. Appl. Artif. Intell.	2020	DBLP DOI BibTeX RDF
22	Ana Rodríguez-Hoyos, David Rebollo-Monedero, José Estrada-Jiménez, Jordi Forné, Luis Urquiza-Aguiar	Preserving empirical data utility in k-anonymous microaggregation via linear discriminant analysis.	Eng. Appl. Artif. Intell.	2020	DBLP DOI BibTeX RDF
22	Javier Parra-Arnau, Josep Domingo-Ferrer, Jordi Soria-Comas	Differentially private data publishing via cross-moment microaggregation.	Inf. Fusion	2020	DBLP DOI BibTeX RDF
22	Julián Salas, Vladimiro González-Zelaya	Fair-MDAV: An Algorithm for Fair Privacy by Microaggregation.	MDAI	2020	DBLP DOI BibTeX RDF
22	Masooma Iftikhar, Qing Wang 0002, Yu Lin 0001	dK-Microaggregation: Anonymizing Graphs with Differential Privacy Guarantees.	PAKDD (2)	2020	DBLP DOI BibTeX RDF
22	Tracy Bierman	Improvements to Iterated Local Search for Microaggregation.		2020	RDF
22	David Rebollo-Monedero, Ahmad Mohamad Mezher, Xavier Casanova Colomé, Jordi Forné, Miguel Soriano	Efficient k-anonymous microaggregation of multivariate numerical data via principal component analysis.	Inf. Sci.	2019	DBLP DOI BibTeX RDF
22	Fran Casino, Constantinos Patsakis, Agusti Solanas	Privacy-preserving collaborative filtering: A new approach based on variable-group-size microaggregation.	Electron. Commer. Res. Appl.	2019	DBLP DOI BibTeX RDF
22	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.	2019	DBLP DOI BibTeX RDF
22	Jordi Soria-Comas, Josep Domingo-Ferrer, Rafael Mulero-Vellido	Efficient Near-Optimal Variable-Size Microaggregation.	MDAI	2019	DBLP DOI BibTeX RDF
22	Armando Maya López, Agusti Solanas	Multivariate Microaggregation with Fixed Group Size Based on the Travelling Salesman Problem.	ApplePies	2019	DBLP DOI BibTeX RDF
22	Masooma Iftikhar, Qing Wang 0002, Yu Lin 0001	Publishing Differentially Private Datasets via Stable Microaggregation.	EDBT	2019	DBLP DOI BibTeX RDF
22	Josep Domingo-Ferrer	Microaggregation.	Encyclopedia of Database Systems (2nd ed.)	2018	DBLP DOI BibTeX RDF
22	Ana Rodríguez-Hoyos, José Estrada-Jiménez, David Rebollo-Monedero, Javier Parra-Arnau, Jordi Forné	Does k-Anonymous Microaggregation Affect Machine-Learned Macrotrends?	IEEE Access	2018	DBLP DOI BibTeX RDF
22	David Rebollo-Monedero, Cesar Hernandez-Baigorri, Jordi Forné, Miguel Soriano	Incremental k-Anonymous Microaggregation in Large-Scale Electronic Surveys With Optimized Scheduling.	IEEE Access	2018	DBLP DOI BibTeX RDF
22	Laksamee Khomnotai, Jun-Lin Lin, Zhi-Qiang Peng, Arpita Samanta Santra	Iterative Group Decomposition for Refining Microaggregation Solutions.	Symmetry	2018	DBLP DOI BibTeX RDF
22	Balkis Abidi, Sadok Ben Yahia, Charith Perera	Hybrid Microaggregation for Privacy-Preserving Data Mining.	CoRR	2018	DBLP BibTeX RDF
22	Jordi Soria-Comas, Josep Domingo-Ferrer	Differentially private data publishing via optimal univariate microaggregation and record perturbation.	Knowl. Based Syst.	2018	DBLP DOI BibTeX RDF
22	Nicolas R. Lauve, Stuart J. Nelson, Sidney S. Young, Robert L. Obenchain, Christophe G. Lambert	Local Control: a microaggregation methodology for performing bias-corrected reproducible observational studies across data silos while protecting patient privacy.	AMIA	2018	DBLP BibTeX RDF
22	Mostafa Salari, Saeed Jalili, Reza Mortazavi	TBM, a transformation based method for microaggregation of large volume mixed data.	Data Min. Knowl. Discov.	2017	DBLP DOI BibTeX RDF
22	David Rebollo-Monedero, Jordi Forné, Miguel Soriano, Jordi Puiggalí Allepuz	p-Probabilistic k-anonymous microaggregation for the anonymization of surveys with uncertain participation.	Inf. Sci.	2017	DBLP DOI BibTeX RDF
22	Vicenç Torra	Fuzzy microaggregation for the transparency principle.	J. Appl. Log.	2017	DBLP DOI BibTeX RDF
22	Josep Domingo-Ferrer, Jordi Soria-Comas	Steered Microaggregation: A Unified Primitive for Anonymization of Data Sets and Data Streams.	ICDM Workshops	2017	DBLP DOI BibTeX RDF
22	Jordi Soria-Comas, Josep Domingo-Ferrer	Differentially Private Data Sets Based on Microaggregation and Record Perturbation.	MDAI	2017	DBLP DOI BibTeX RDF
22	Shakila Mahjabin Tonni, Mohammad Zahidur Rahman, Sazia Parvin, Amjad Gawanmeh	Securing Big Data Efficiently through Microaggregation Technique.	ICDCS Workshops	2017	DBLP DOI BibTeX RDF
22	Ahmad Mohamad Mezher, Alejandro Garcia Alvarez, David Rebollo-Monedero, Jordi Forné	Computational Improvements in Parallelized K-Anonymous Microaggregation of Large Databases.	ICDCS Workshops	2017	DBLP DOI BibTeX RDF
22	Reza Mortazavi, Saeed Jalili	Enhancing aggregation phase of microaggregation methods for interval disclosure risk minimization.	Data Min. Knowl. Discov.	2016	DBLP DOI BibTeX RDF
22	David Rebollo-Monedero, Jordi Forné, Miguel Soriano, Jordi Puiggalí Allepuz	k-Anonymous microaggregation with preservation of statistical dependence.	Inf. Sci.	2016	DBLP DOI BibTeX RDF
22	David Sánchez 0001, Josep Domingo-Ferrer, Sergio Martínez, Jordi Soria-Comas	Utility-preserving differentially private data releases via individual ranking microaggregation.	Inf. Fusion	2016	DBLP DOI BibTeX RDF
22	Josep Domingo-Ferrer, David Sánchez 0001, Jordi Soria-Comas	Database Anonymization: Privacy Models, Data Utility, and Microaggregation-based Inter-model Connections		2016	DOI RDF
22	Julián Salas	Faster Univariate Microaggregation for Power Law Distributions: k-Degree-Anonymity for Big Graphs.	ICDM Workshops	2016	DBLP DOI BibTeX RDF
22	Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez 0001, Sergio Martínez	t-closeness through microaggregation: Strict privacy with enhanced utility preservation.	ICDE	2016	DBLP DOI BibTeX RDF
22	Reza Mortazavi, Saeed Jalili	A novel local search method for microaggregation.	ISC Int. J. Inf. Secur.	2015	DBLP DOI BibTeX RDF
22	Daniel Aloise, Arthur Araujo	A derivative-free algorithm for refining numerical microaggregation solutions.	Int. Trans. Oper. Res.	2015	DBLP DOI BibTeX RDF
22	Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez 0001, Sergio Martínez	t-Closeness through Microaggregation: Strict Privacy with Enhanced Utility Preservation.	IEEE Trans. Knowl. Data Eng.	2015	DBLP DOI BibTeX RDF
22	Jordi Soria-Comas, Josep Domingo-Ferrer, David Sánchez 0001, Sergio Martínez	t-Closeness through Microaggregation: Strict Privacy with Enhanced Utility Preservation.	CoRR	2015	DBLP BibTeX RDF
22	David Sánchez 0001, Josep Domingo-Ferrer, Sergio Martínez, Jordi Soria-Comas	Utility-Preserving Differentially Private Data Releases Via Individual Ranking Microaggregation.	CoRR	2015	DBLP BibTeX RDF
22	Daniel Abril, Guillermo Navarro-Arribas, Vicenç Torra	Spherical microaggregation: Anonymizing sparse vector spaces.	Comput. Secur.	2015	DBLP DOI BibTeX RDF
22	Michael J. Laszlo, Sumitra Mukherjee	Iterated local search for microaggregation.	J. Syst. Softw.	2015	DBLP DOI BibTeX RDF
22	Reza Mortazavi, Saeed Jalili	Preference-based anonymization of numerical datasets by multi-objective microaggregation.	Inf. Fusion	2015	DBLP DOI BibTeX RDF
22	Rolando Trujillo-Rasua, Josep Domingo-Ferrer	Privacy in Spatio-Temporal Databases: A Microaggregation-Based Approach.	Advanced Research in Data Privacy	2015	DBLP DOI BibTeX RDF
22	Vicenç Torra	A fuzzy microaggregation algorithm using fuzzy c-means.	CCIA	2015	DBLP DOI BibTeX RDF
22	Liang Cheng, Shaoyin Cheng, Fan Jiang 0005	ADKAM: A-Diversity K-Anonymity Model via Microaggregation.	ISPEC	2015	DBLP DOI BibTeX RDF
22	Balkis Abidi, Sadok Ben Yahia	An adaptive algorithm for multivariate data-oriented microaggregation.	PST	2015	DBLP DOI BibTeX RDF
22	Jordi Balasch-Masoliver, Victor Muntés-Mulero, Jordi Nin	Using genetic algorithms for attribute grouping in multivariate microaggregation.	Intell. Data Anal.	2014	DBLP DOI BibTeX RDF