| 2026 | AAAI | Enhancing DPSGD via Per-Sample Momentum and Low-Pass Filtering. | Xincheng Xu, Thilina Ranbaduge, Qing Wang, Thierry Rakotoarivelo, David Smith |
| 2025 | AsiaCCS | POSTER: When Models Speak Too Much: Privacy Leakage on Large Language Models. | MingJun Zhang, Mahrokh Abdollahi, Thilina Ranbaduge, Ming Ding |
| 2024 | ICIS | Integrating PETs into Software Applications: A Game-Based Learning Approach. | Maisha Boteju, Thilina Ranbaduge, Dinusha Vatsalan, Nalin Asanka Gamagedara Arachchilage |
| 2022 | EDBT | TransER: Homogeneous Transfer Learning for Entity Resolution. | Nishadi Kirielle, Peter Christen, Thilina Ranbaduge |
| 2021 | PAKDD | Active Learning Based Similarity Filtering for Efficient and Effective Record Linkage. | Charini Nanayakkara, Peter Christen, Thilina Ranbaduge |
| 2020 | CIKM | An Anonymiser Tool for Sensitive Graph Data. | Charini Nanayakkara, Peter Christen, Thilina Ranbaduge |
| 2020 | CIKM | Securing Bloom Filters for Privacy-preserving Record Linkage. | Thilina Ranbaduge, Rainer Schnell |
| 2020 | CIKM | A Graph Matching Attack on Privacy-Preserving Record Linkage. | Anushka Vidanage, Peter Christen, Thilina Ranbaduge, Rainer Schnell |
| 2020 | PAKDD | Secure and Accurate Two-Step Hash Encoding for Privacy-Preserving Record Linkage. | Thilina Ranbaduge, Peter Christen, Rainer Schnell |
| 2019 | AusDM | Outlier Detection Based Accurate Geocoding of Historical Addresses. | Nishadi Kirielle, Peter Christen, Thilina Ranbaduge |
| 2019 | ICDE | Efficient Pattern Mining Based Cryptanalysis for Privacy-Preserving Record Linkage. | Anushka Vidanage, Thilina Ranbaduge, Peter Christen, Rainer Schnell |
| 2019 | PAKDD | Robust Temporal Graph Clustering for Group Record Linkage. | Charini Nanayakkara, Peter Christen, Thilina Ranbaduge |
| 2018 | AusDM | Reference Values Based Hardening for Bloom Filters Based Privacy-Preserving Record Linkage. | Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen |
| 2018 | ICDM | Privacy-Preserving Temporal Record Linkage. | Thilina Ranbaduge, Peter Christen |
| 2018 | PAKDD | Pattern-Mining Based Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage. | Peter Christen, Anushka Vidanage, Thilina Ranbaduge, Rainer Schnell |
| 2018 | PAKDD | A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record Linkage. | Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen |
| 2017 | PAKDD | Efficient Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage. | Peter Christen, Rainer Schnell, Dinusha Vatsalan, Thilina Ranbaduge |
| 2016 | ICDM | Scalable Block Scheduling for Efficient Multi-database Record Linkage. | Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen |
| 2016 | PAKDD | Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage. | Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios |
| 2015 | ICDM | MERLIN - A Tool for Multi-party Privacy-Preserving Record Linkage. | Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen |
| 2015 | PAKDD | Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage. | Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen |
| 2014 | AusDM | Tree Based Scalable Indexing for Multi-Party Privacy-Preserving Record Linkage. | Thilina Ranbaduge, Peter Christen, Dinusha Vatsalan |