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 …
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 …
Practical vertical federated learning with unsupervised representation learning
As societal concerns on data privacy recently increase, we have witnessed data silos among
multiple parties in various applications. Federated learning emerges as a new learning …
multiple parties in various applications. Federated learning emerges as a new learning …
Towards practical cancelable biometrics for finger vein recognition
Biometrics has nowadays become a preferred solution for systems requiring secure
authentication. However, the usage of biometric characteristics raises significant concerns …
authentication. However, the usage of biometric characteristics raises significant concerns …
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 …
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 …
A vulnerability assessment framework for privacy-preserving record linkage
The linkage of records to identify common entities across multiple data sources has gained
increasing interest over the last few decades. In the absence of unique entity identifiers …
increasing interest over the last few decades. In the absence of unique entity identifiers …
Securing Bloom filters for privacy-preserving record linkage
T Ranbaduge, R Schnell - Proceedings of the 29th ACM International …, 2020 - dl.acm.org
Privacy-preserving record linkage (PPRL) facilitates the matching of records that correspond
to the same real-world entities across different databases while preserving the privacy of the …
to the same real-world entities across different databases while preserving the privacy of the …
Accurate privacy-preserving record linkage for databases with missing values
Privacy-preserving record linkage is the process of matching records that refer to the same
entity across sensitive databases held by different organisations. This process is often …
entity across sensitive databases held by different organisations. This process is often …