Search Results for author: Dinusha Vatsalan

Found 3 papers, 1 papers with code

Privacy-Preserving Record Linkage for Cardinality Counting

no code implementations9 Jan 2023 Nan Wu, Dinusha Vatsalan, Mohamed Ali Kaafar, Sanath Kumar Ramesh

Several applications require counting the number of distinct items in the data, which is known as the cardinality counting problem.

Clustering Marketing +1

Privacy-preserving Deep Learning based Record Linkage

no code implementations3 Nov 2022 Thilina Ranbaduge, Dinusha Vatsalan, Ming Ding

The global model is then used by a linkage unit to distinguish unlabelled record pairs as matches and non-matches.

Data Integration Privacy Preserving +1

Data and Model Dependencies of Membership Inference Attack

1 code implementation17 Feb 2020 Shakila Mahjabin Tonni, Dinusha Vatsalan, Farhad Farokhi, Dali Kaafar, Zhigang Lu, Gioacchino Tangari

Our results reveal the relationship between MIA accuracy and properties of the dataset and training model in use.

Fairness Inference Attack +2

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