Thilina Ranbaduge

Orcid: 0000-0001-5405-3704

According to our database1, Thilina Ranbaduge authored at least 39 papers between 2014 and 2024.

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Bibliography

2024
Private Knowledge Sharing in Distributed Learning: A Survey.
CoRR, 2024

Privacy risk in GeoData: A survey.
CoRR, 2024

SoK: Demystifying Privacy Enhancing Technologies Through the Lens of Software Developers.
CoRR, 2024

2023
Private Graph Data Release: A Survey.
ACM Comput. Surv., November, 2023

A Vulnerability Assessment Framework for Privacy-preserving Record Linkage.
ACM Trans. Priv. Secur., August, 2023

Unsupervised Graph-Based Entity Resolution for Complex Entities.
ACM Trans. Knowl. Discov. Data, January, 2023

2022
Taxonomy of Attacks on Privacy-Preserving Record Linkage.
J. Priv. Confidentiality, 2022

Accurate privacy-preserving record linkage for databases with missing values.
Inf. Syst., 2022

A critique and attack on "Blockchain-based privacy-preserving record linkage".
Inf. Syst., 2022

Accurate and efficient privacy-preserving string matching.
Int. J. Data Sci. Anal., 2022

Differentially Private Vertical Federated Learning.
CoRR, 2022

Privacy-preserving Deep Learning based Record Linkage.
CoRR, 2022

Vertical Federated Learning: Challenges, Methodologies and Experiments.
CoRR, 2022

TransER: Homogeneous Transfer Learning for Entity Resolution.
Proceedings of the 25th International Conference on Extending Database Technology, 2022

2021
Large Scale Record Linkage in the Presence of Missing Data.
CoRR, 2021

Accurate and Efficient Suffix Tree Based Privacy-Preserving String Matching.
CoRR, 2021

Active Learning Based Similarity Filtering for Efficient and Effective Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

2020
Secure Multi-party Summation Protocols: Are They Secure Enough Under Collusion?
Trans. Data Priv., 2020

A scalable privacy-preserving framework for temporal record linkage.
Knowl. Inf. Syst., 2020

Secure and Accurate Two-Step Hash Encoding for Privacy-Preserving Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

A Graph Matching Attack on Privacy-Preserving Record Linkage.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Securing Bloom Filters for Privacy-preserving Record Linkage.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

An Anonymiser Tool for Sensitive Graph Data.
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020

Linking Sensitive Data - Methods and Techniques for Practical Privacy-Preserving Information Sharing
Springer, ISBN: 978-3-030-59705-4, 2020

2019
Precise and Fast Cryptanalysis for Bloom Filter Based Privacy-Preserving Record Linkage.
IEEE Trans. Knowl. Data Eng., 2019

Robust Temporal Graph Clustering for Group Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Efficient Pattern Mining Based Cryptanalysis for Privacy-Preserving Record Linkage.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Outlier Detection Based Accurate Geocoding of Historical Addresses.
Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019

2018
Temporal graph-based clustering for historical record linkage.
CoRR, 2018

A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Pattern-Mining Based Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Privacy-Preserving Temporal Record Linkage.
Proceedings of the IEEE International Conference on Data Mining, 2018

Reference Values Based Hardening for Bloom Filters Based Privacy-Preserving Record Linkage.
Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018

2017
Efficient Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

2016
Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Scalable Block Scheduling for Efficient Multi-database Record Linkage.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015
Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

MERLIN - A Tool for Multi-party Privacy-Preserving Record Linkage.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014
Tree Based Scalable Indexing for Multi-Party Privacy-Preserving Record Linkage.
Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014


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