6 citations · 16 across the 5 of their papers we have counts for
5 papers
Privacy-Preserving Record Linkage for Cardinality Counting
Nan Wu, Dinusha Vatsalan, Mohamed Ali Kaafar +1
Several applications require counting the number of distinct items in the data, which is known as the cardinality counting problem. Example applications include health applications…
Local Differentially Private Fuzzy Counting in Stream Data using Probabilistic Data Structure
Dinusha Vatsalan, Raghav Bhaskar, Mohamed Ali Kaafar
Privacy-preserving estimation of counts of items in streaming data finds applications in several real-world scenarios including word auto-correction and traffic management applicat…
Fairness and Cost Constrained Privacy-Aware Record Linkage
Nan Wu, Dinusha Vatsalan, Sunny Verma +1
Record linkage algorithms match and link records from different databases that refer to the same real-world entity based on direct and/or quasi-identifiers, such as name, address,…
Scalable Multi-Database Privacy-Preserving Record Linkage using Counting Bloom Filters
Dinusha Vatsalan, Peter Christen, Erhard Rahm
Privacy-preserving record linkage (PPRL) aims at integrating sensitive information from multiple disparate databases of different organizations. PPRL approaches are increasingly re…
Multi-Party Privacy-Preserving Record Linkage using Bloom Filters
Dinusha Vatsalan, Peter Christen
Privacy-preserving record linkage (PPRL), the problem of identifying records that correspond to the same real-world entity across several data sources held by different parties wit…