Modern privacy-preserving record linkage techniques: An overview

A Gkoulalas-Divanis, D Vatsalan… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Record linkage is the challenging task of deciding which records, coming from disparate
data sources, refer to the same entity. Established back in 1946 by Halbert L. Dunn, the area …

A systematic comparison and evaluation of k-anonymization algorithms for practitioners

V Ayala-Rivera, P McDonagh, T Cerqueus, L Murphy - 2014 - researchrepository.ucd.ie
The vast amount of data being collected about individuals has brought new challenges in
protecting their privacy when this data is disseminated. As a result, Privacy-Preserving Data …

DataGenCARS: A generator of synthetic data for the evaluation of context-aware recommendation systems

M del Carmen Rodríguez-Hernández, S Ilarri… - Pervasive and Mobile …, 2017 - Elsevier
Abstract Context-Aware Recommender Systems (CARS) have started to attract significant
research attention in the last years, due to the interest of considering the context of the user …

Does -Anonymous Microaggregation Affect Machine-Learned Macrotrends?

A Rodriguez-Hoyos, J Estrada-Jiménez… - IEEE …, 2018 - ieeexplore.ieee.org
In the era of big data, the availability of massive amounts of information makes privacy
protection more necessary than ever. Among a variety of anonymization mechanisms …

SparkDA: RDD-based high-performance data anonymization technique for Spark platform

SU Bazai, J Jang-Jaccard - … Conference on Network and System Security, 2019 - Springer
Recent proposals in data anonymization have mostly been focused around MapReduce,
though the advantages of Spark have been well documented. To address this concern, we …

Cloud readiness assessment framework and recommendation system

F Alemeye, F Getahun - AFRICON 2015, 2015 - ieeexplore.ieee.org
Cloud computing is one of the fastest growing technologies. For developing countries like
Ethiopia which has a growing ICT, cloud computing is an attractive choice to adopt …

COCOA: A synthetic data generator for testing anonymization techniques

V Ayala-Rivera, AO Portillo-Dominguez… - Privacy in Statistical …, 2016 - Springer
Conducting extensive testing of anonymization techniques is critical to assess their
robustness and identify the scenarios where they are most suitable. However, the access to …

SNOOKER: a dataset generator for helpdesk services

L Ferreira, DC Silva, M Uriarte-Itzazelaia - Journal of Intelligent Information …, 2024 - Springer
The availability of suitable datasets and data generators is crucial for developing intelligent
systems, especially in helpdesk services. However, the lack of publicly accessible data …

SysGpr: Sistema de generación de señales sintéticas pseudo-realistas

F León, FJ Rodríguez-Lozano… - … de Automática e …, 2019 - polipapers.upv.es
Las señales obtenidas desde sensores son ampliamente utilizadas en diferentes campos
científicos. Sin embargo, no siempre se dispone de los recursos necesarios para obtener …

Improving the testing of clustered systems through the effective usage of java benchmarks

AO Portillo-Dominguez… - 2017 5th International …, 2017 - ieeexplore.ieee.org
Nowadays, cluster computing has become a cost-effective and powerful solution for
enterprise-level applications. Nevertheless, the usage of this architecture model also …