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 …
data sources, refer to the same entity. Established back in 1946 by Halbert L. Dunn, the area …
Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption
Consider two data providers, each maintaining private records of different feature sets about
common entities. They aim to learn a linear model jointly in a federated setting, namely, data …
common entities. They aim to learn a linear model jointly in a federated setting, namely, data …
Linking sensitive data
Sensitive personal data are created in many application domains, and there is now an
increasing demand to share, integrate, and link such data within and across organisations in …
increasing demand to share, integrate, and link such data within and across organisations in …
[图书][B] Methodological developments in data linkage
K Harron, H Goldstein, C Dibben - 2016 - Wiley Online Library
The increasing availability of large administrative databases for research has led to a
dramatic rise in the use of data linkage. The speed and accuracy of linkage have much …
dramatic rise in the use of data linkage. The speed and accuracy of linkage have much …
Precise and fast cryptanalysis for Bloom filter based privacy-preserving record linkage
Being able to identify records that correspond to the same entity across diverse databases is
an increasingly important step in many data analytics projects. Research into privacy …
an increasingly important step in many data analytics projects. Research into privacy …
Efficient cryptanalysis of bloom filters for privacy-preserving record linkage
Privacy-preserving record linkage (PPRL) is the process of identifying records that represent
the same entity across databases held by different organizations without revealing any …
the same entity across databases held by different organizations without revealing any …
A graph matching attack on privacy-preserving record linkage
To facilitate advanced analytics, data science projects increasingly require records about
individuals to be linked across databases. Generally no unique entity identifiers are …
individuals to be linked across databases. Generally no unique entity identifiers are …
Randomized response and balanced bloom filters for privacy preserving record linkage
R Schnell, C Borgs - 2016 IEEE 16th International Conference …, 2016 - ieeexplore.ieee.org
In most European settings, record linkage across different institutions is based on encrypted
personal identifiers-such as names, birthdays, or places of birth-to protect privacy. However …
personal identifiers-such as names, birthdays, or places of birth-to protect privacy. However …
Blockchain-based privacy-preserving record linkage: enhancing data privacy in an untrusted environment
Abstract Privacy-Preserving Record Linkage (PPRL) intends to integrate private data from
several data sources held by different parties. Due to recent laws and regulations (eg …
several data sources held by different parties. Due to recent laws and regulations (eg …
A taxonomy of attacks on privacy-preserving record linkage
A Vidanage, T Ranbaduge… - … of Privacy and …, 2022 - journalprivacyconfidentiality.org
Record linkage is the process of identifying records that corresponds to the same real-world
entities across different databases. Due to the absence of unique entity identifiers, record …
entities across different databases. Due to the absence of unique entity identifiers, record …