Thilina Ranbaduge

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 37

Top Topics

Transfer Learning

Privacy Preservation

Top Venues

Publications

Maisha Boteju, Thilina Ranbaduge, Dinusha Vatsalan, Nalin Asanka Gamagedara Arachchilage
SoK: Demystifying Privacy Enhancing Technologies Through the Lens of Software Developers. CoRR (2024)
Yasas Supeksala, Dinh C. Nguyen, Ming Ding, Thilina Ranbaduge, Calson Chua, Jun Zhang, Jun Li, H. Vincent Poor
Private Knowledge Sharing in Distributed Learning: A Survey. CoRR (2024)
Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen
Encryption-based sub-string matching for privacy-preserving record linkage. J. Inf. Secur. Appl. 81 (2024)
Mahrokh Abdollahi Lorestani, Thilina Ranbaduge, Thierry Rakotoarivelo
Privacy risk in GeoData: A survey. CoRR (2024)
Nishadi Kirielle, Peter Christen, Thilina Ranbaduge
Unsupervised Graph-Based Entity Resolution for Complex Entities. ACM Trans. Knowl. Discov. Data 17 (1) (2023)
Yang Li, Michael Purcell, Thierry Rakotoarivelo, David Smith, Thilina Ranbaduge, Kee Siong Ng
Private Graph Data Release: A Survey. ACM Comput. Surv. 55 (11) (2023)
Anushka Vidanage, Peter Christen, Thilina Ranbaduge, Rainer Schnell
A Vulnerability Assessment Framework for Privacy-preserving Record Linkage. ACM Trans. Priv. Secur. 26 (3) (2023)
Anushka Vidanage, Thilina Ranbaduge, Peter Christen, Rainer Schnell
Taxonomy of Attacks on Privacy-Preserving Record Linkage. J. Priv. Confidentiality 12 (1) (2022)
Kang Wei, Jun Li, Chuan Ma, Ming Ding, Sha Wei, Fan Wu, Guihai Chen, Thilina Ranbaduge
Vertical Federated Learning: Challenges, Methodologies and Experiments. CoRR (2022)
Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen, Rainer Schnell
Accurate privacy-preserving record linkage for databases with missing values. Inf. Syst. 106 (2022)
Nishadi Kirielle, Peter Christen, Thilina Ranbaduge
TransER: Homogeneous Transfer Learning for Entity Resolution. EDBT (2022)
Thilina Ranbaduge, Ming Ding
Differentially Private Vertical Federated Learning. CoRR (2022)
Peter Christen, Rainer Schnell, Thilina Ranbaduge, Anushka Vidanage
A critique and attack on "Blockchain-based privacy-preserving record linkage". Inf. Syst. 108 (2022)
Thilina Ranbaduge, Dinusha Vatsalan, Ming Ding
Privacy-preserving Deep Learning based Record Linkage. CoRR (2022)
Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen
Accurate and efficient privacy-preserving string matching. Int. J. Data Sci. Anal. 14 (2) (2022)
Yang Li, Michael Purcell, Thierry Rakotoarivelo, David B. Smith, Thilina Ranbaduge, Kee Siong Ng
Private Graph Data Release: A Survey. CoRR (2021)
Charini Nanayakkara, Peter Christen, Thilina Ranbaduge
Active Learning Based Similarity Filtering for Efficient and Effective Record Linkage. PAKDD (2) (2021)
Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen, Kee Siong Ng
Accurate and Efficient Suffix Tree Based Privacy-Preserving String Matching. CoRR (2021)
Thilina Ranbaduge, Peter Christen, Rainer Schnell
Large Scale Record Linkage in the Presence of Missing Data. CoRR (2021)
Charini Nanayakkara, Peter Christen, Thilina Ranbaduge
An Anonymiser Tool for Sensitive Graph Data. CIKM (Workshops) (2020)
Thilina Ranbaduge, Peter Christen, Rainer Schnell
Secure and Accurate Two-Step Hash Encoding for Privacy-Preserving Record Linkage. PAKDD (2) (2020)
Thilina Ranbaduge, Peter Christen
A scalable privacy-preserving framework for temporal record linkage. Knowl. Inf. Syst. 62 (1) (2020)
Thilina Ranbaduge, Rainer Schnell
Securing Bloom Filters for Privacy-preserving Record Linkage. CIKM (2020)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
Secure Multi-party Summation Protocols: Are They Secure Enough Under Collusion? Trans. Data Priv. 13 (1) (2020)
Anushka Vidanage, Peter Christen, Thilina Ranbaduge, Rainer Schnell
A Graph Matching Attack on Privacy-Preserving Record Linkage. CIKM (2020)
Charini Nanayakkara, Peter Christen, Thilina Ranbaduge
Robust Temporal Graph Clustering for Group Record Linkage. PAKDD (2) (2019)
Nishadi Kirielle, Peter Christen, Thilina Ranbaduge
Outlier Detection Based Accurate Geocoding of Historical Addresses. AusDM (2019)
Peter Christen, Thilina Ranbaduge, Dinusha Vatsalan, Rainer Schnell
Precise and Fast Cryptanalysis for Bloom Filter Based Privacy-Preserving Record Linkage. IEEE Trans. Knowl. Data Eng. 31 (11) (2019)
Anushka Vidanage, Thilina Ranbaduge, Peter Christen, Rainer Schnell
Efficient Pattern Mining Based Cryptanalysis for Privacy-Preserving Record Linkage. ICDE (2019)
Peter Christen, Anushka Vidanage, Thilina Ranbaduge, Rainer Schnell
Pattern-Mining Based Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage. PAKDD (3) (2018)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record Linkage. PAKDD (3) (2018)
Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen
Reference Values Based Hardening for Bloom Filters Based Privacy-Preserving Record Linkage. AusDM (2018)
Charini Nanayakkara, Peter Christen, Thilina Ranbaduge
Temporal graph-based clustering for historical record linkage. CoRR (2018)
Thilina Ranbaduge, Peter Christen
Privacy-Preserving Temporal Record Linkage. ICDM (2018)
Peter Christen, Rainer Schnell, Dinusha Vatsalan, Thilina Ranbaduge
Efficient Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage. PAKDD (1) (2017)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
Scalable Block Scheduling for Efficient Multi-database Record Linkage. ICDM (2016)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage. PAKDD (2) (2016)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage. PAKDD (2) (2015)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
MERLIN - A Tool for Multi-party Privacy-Preserving Record Linkage. ICDM Workshops (2015)
Thilina Ranbaduge, Peter Christen, Dinusha Vatsalan
Tree Based Scalable Indexing for Multi-Party Privacy-Preserving Record Linkage. AusDM (2014)