| 2025 | ACSAC | CTIGuardian: A Few-Shot Framework for Mitigating Privacy Leakage in Fine-Tuned LLMs. | Shashie Dilhara Batan Arachchige, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Dinusha Vatsalan, Dali Kaafar |
| 2025 | CIKM | Membership Inference Attack Vulnerabilities of Record Linkage Models. | Piyumi Seneviratne, Dinusha Vatsalan, Dali Kaafar |
| 2024 | ICIS | Integrating PETs into Software Applications: A Game-Based Learning Approach. | Maisha Boteju, Thilina Ranbaduge, Dinusha Vatsalan, Nalin Asanka Gamagedara Arachchilage |
| 2024 | WISE | On Adversarial Training with Incorrect Labels. | Benjamin Zi Hao Zhao, Junda Lu, Xiaowei Zhou, Dinusha Vatsalan, Muhammad Ikram, Mohamed Ali Kafar |
| 2023 | AsiaCCS | Privacy-Preserving Record Linkage for Cardinality Counting. | Nan Wu, Dinusha Vatsalan, Mohamed Ali Kafar, Sanath Kumar Ramesh |
| 2020 | ESORICS | Fairness-Aware Privacy-Preserving Record Linkage. | Dinusha Vatsalan, Joyce Yu, Wilko Henecka, Brian Thorne |
| 2020 | ESORICS | P-Signature-Based Blocking to Improve the Scalability of Privacy-Preserving Record Linkage. | Dinusha Vatsalan, Joyce Yu, Brian Thorne, Wilko Henecka |
| 2020 | ITNAC | Feature-Based Adversarial Attacks Against Machine Learnt Mobile Malware Detectors. | Maryam Shahpasand, Leonard G. C. Hamey, Mohamed Ali Kafar, Dinusha Vatsalan |
| 2019 | EDBT | Repairing of Record Linkage: Turning Errors into Insight. | Quyen Bui-Nguyen, Qing Wang, Jingyu Shao, Dinusha Vatsalan |
| 2018 | PAKDD | A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record Linkage. | Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen |
| 2018 | WWW | Incognito: A Method for Obfuscating Web Data. | Rahat Masood, Dinusha Vatsalan, Muhammad Ikram, Mohamed Ali Kafar |
| 2017 | PAKDD | Efficient Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage. | Peter Christen, Rainer Schnell, Dinusha Vatsalan, Thilina Ranbaduge |
| 2017 | PAKDD | Improving Temporal Record Linkage Using Regression Classification. | Yichen Hu, Qing Wang, Dinusha Vatsalan, Peter Christen |
| 2016 | EDBT | Efficient Record Linkage Using a Compact Hamming Space. | Dimitrios Karapiperis, Dinusha Vatsalan, Vassilios S. Verykios, Peter Christen |
| 2016 | ICDM | Scalable Block Scheduling for Efficient Multi-database Record Linkage. | Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen |
| 2016 | ICDM | Scalable Privacy-Preserving Linking of Multiple Databases Using Counting Bloom Filters. | Dinusha Vatsalan, Peter Christen, Erhard Rahm |
| 2016 | PAKDD | Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage. | Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios |
| 2015 | DASFAA | Large-Scale Multi-party Counting Set Intersection Using a Space Efficient Global Synopsis. | Dimitrios Karapiperis, Dinusha Vatsalan, Vassilios S. Verykios, Peter Christen |
| 2015 | ICDM | Efficient Entity Resolution with Adaptive and Interactive Training Data Selection. | Peter Christen, Dinusha Vatsalan, Qing Wang |
| 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 |
| 2015 | PAKDD | Efficient Interactive Training Selection for Large-Scale Entity Resolution. | Qing Wang, Dinusha Vatsalan, Peter Christen |
| 2014 | AusDM | Tree Based Scalable Indexing for Multi-Party Privacy-Preserving Record Linkage. | Thilina Ranbaduge, Peter Christen, Dinusha Vatsalan |
| 2014 | CIKM | Scalable Privacy-Preserving Record Linkage for Multiple Databases. | Dinusha Vatsalan, Peter Christen |
| 2013 | CIKM | Flexible and extensible generation and corruption of personal data. | Peter Christen, Dinusha Vatsalan |
| 2013 | CIKM | GeCo: an online personal data generator and corruptor. | Khoi-Nguyen Tran, Dinusha Vatsalan, Peter Christen |
| 2013 | CIKM | Efficient two-party private blocking based on sorted nearest neighborhood clustering. | Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios |
| 2013 | PAKDD | Sorted Nearest Neighborhood Clustering for Efficient Private Blocking. | Dinusha Vatsalan, Peter Christen |
| 2012 | AusDM | An Iterative Two-Party Protocol for Scalable Privacy-Preserving Record Linkage. | Dinusha Vatsalan, Peter Christen |
| 2011 | AusDM | An Efficient Two-Party Protocol for Approximate Matching in Private Record Linkage. | Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios |