Jan 9, 2023 · We propose a novel privacy-preserving record linkage algorithm using unsupervised clustering techniques to link and count the cardinality of ...
scholar.google.com › citations
We propose a novel privacy-preserving record linkage algorithm using unsupervised clustering techniques to link and count the cardinality of individuals in ...
Several applications require counting the number of distinct items in the data, which is known as the cardinality counting problem.
Privacy-Preserving Record Linkage for Cardinality Counting
www.researchgate.net › publication › 37...
Privacy-preserving record linkage (PPRL) aims at integrating sensitive information from multiple disparate databases of different organizations. PPRL approaches ...
People also ask
What is privacy preserving record linkage?
What does connect counting to cardinality mean?
Oct 30, 2024 · Explore privacy-preserving record linkage methods for cardinality counting in AI frameworks, ensuring data confidentiality and integrity.
Oct 8, 2022 · In this work, we extend MainSEL to allow the record linkage based calculation of the number of common patients between institutions.
When we extend the traditional privacy-preserving record linkage methods to group linkage measurement, group membership privacy becomes vulnerable – record.
Record linkage is an historically important statistical problem arising when data about some population of individuals, is spread over several files.
Missing: Counting. | Show results with:Counting.
Privacy-Preserving Record Linkage (PPRL) generally advances in several steps: data pre-processing, blocking/filtering, field comparisons/similarity and match ...
Oct 28, 2024 · Privacy-Preserving Record Linkage (PPRL) ensures this integration occurs securely, protecting sensitive information from unauthorized access.