Thilina Ranbaduge

Researcher, CSIRO

Lecturer, Australian National University

Joined

December 2022

Names

Thilina Ranbaduge (Preferred)

Emails

****@anu.edu.au (Confirmed)

,

****@data61.csiro.au (Confirmed)

,

****@csiro.au (Confirmed)

Personal Links

Career & Education History

Researcher

CSIRO (csiro.au)

2021 – Present

Lecturer

Australian National University (anu.edu.au)

2017 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

record linkage

2014 – Present

privacy-preserving technologies

2014 – Present

Publications

Vertical Federated Learning: Challenges, Methodologies and Experiments
Kang Wei, Jun Li, Chuan Ma, Ming Ding, Sha Wei, Fan Wu, Guihai Chen, Thilina Ranbaduge
- 2022 (modified: 06 Nov 2022)
- CoRR 2022
- Readers: Everyone
TransER: Homogeneous Transfer Learning for Entity Resolution
Nishadi Kirielle, Peter Christen, Thilina Ranbaduge
- 2022 (modified: 02 Feb 2023)
- EDBT 2022
- Readers: Everyone
Taxonomy of Attacks on Privacy-Preserving Record Linkage
Anushka Vidanage, Thilina Ranbaduge, Peter Christen, Rainer Schnell
- 2022 (modified: 02 Feb 2023)
- J. Priv. Confidentiality 2022
- Readers: Everyone
Accurate privacy-preserving record linkage for databases with missing values
Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen, Rainer Schnell
- 2022 (modified: 02 Feb 2023)
- Inf. Syst. 2022
- Readers: Everyone
Accurate and efficient privacy-preserving string matching
Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen
- 2022 (modified: 02 Feb 2023)
- Int. J. Data Sci. Anal. 2022
- Readers: Everyone
A critique and attack on "Blockchain-based privacy-preserving record linkage"
Peter Christen, Rainer Schnell, Thilina Ranbaduge, Anushka Vidanage
- 2022 (modified: 02 Feb 2023)
- Inf. Syst. 2022
- Readers: Everyone
Privacy-preserving Deep Learning based Record Linkage
Thilina Ranbaduge, Dinusha Vatsalan, Ming Ding
- 2022 (modified: 02 Feb 2023)
- CoRR 2022
- Readers: Everyone
Differentially Private Vertical Federated Learning
Thilina Ranbaduge, Ming Ding
- 2022 (modified: 02 Feb 2023)
- CoRR 2022
- Readers: Everyone
Active Learning Based Similarity Filtering for Efficient and Effective Record Linkage
Charini Nanayakkara, Peter Christen, Thilina Ranbaduge
- 2021 (modified: 02 Feb 2023)
- PAKDD (2) 2021
- Readers: Everyone
Large Scale Record Linkage in the Presence of Missing Data
Thilina Ranbaduge, Peter Christen, Rainer Schnell
- 2021 (modified: 02 Feb 2023)
- CoRR 2021
- Readers: Everyone

View all 34 publications

Co-Authors