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ORCIDThilina Ranbaduge
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2020 – today
- 2024
[j12]Sirintra Vaiwsri
, Thilina Ranbaduge, Peter Christen:
Encryption-based sub-string matching for privacy-preserving record linkage. J. Inf. Secur. Appl. 81: 103712 (2024)- [j11]Thilina Ranbaduge, Dinusha Vatsalan, Ming Ding:
Privacy-Preserving Deep Learning Based Record Linkage. IEEE Trans. Knowl. Data Eng. 36(11): 6839-6850 (2024) - [i11]Maisha Boteju, Thilina Ranbaduge, Dinusha Vatsalan, Nalin Asanka Gamagedara Arachchilage:
SoK: Demystifying Privacy Enhancing Technologies Through the Lens of Software Developers. CoRR abs/2401.00879 (2024) - [i10]Mahrokh Abdollahi Lorestani, Thilina Ranbaduge, Thierry Rakotoarivelo:
Privacy risk in GeoData: A survey. CoRR abs/2402.03612 (2024) - [i9]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 abs/2402.06682 (2024) - [i8]Yang Li, Thilina Ranbaduge, Kee Siong Ng:
Privacy Technologies for Financial Intelligence. CoRR abs/2408.09935 (2024) - 2023
- [j10]Yang Li, Michael Purcell, Thierry Rakotoarivelo, David Smith, Thilina Ranbaduge, Kee Siong Ng:
Private Graph Data Release: A Survey. ACM Comput. Surv. 55(11): 226:1-226:39 (2023) - [j9]Anushka Vidanage, Peter Christen, Thilina Ranbaduge, Rainer Schnell:
A Vulnerability Assessment Framework for Privacy-preserving Record Linkage. ACM Trans. Priv. Secur. 26(3): 36:1-36:31 (2023) - [j8]Nishadi Kirielle, Peter Christen, Thilina Ranbaduge:
Unsupervised Graph-Based Entity Resolution for Complex Entities. ACM Trans. Knowl. Discov. Data 17(1): 12:1-12:30 (2023) - 2022
- [j7]Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen:
Accurate and efficient privacy-preserving string matching. Int. J. Data Sci. Anal. 14(2): 191-215 (2022) - [j6]Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen, Rainer Schnell:
Accurate privacy-preserving record linkage for databases with missing values. Inf. Syst. 106: 101959 (2022) - [j5]Peter Christen, Rainer Schnell, Thilina Ranbaduge, Anushka Vidanage:
A critique and attack on "Blockchain-based privacy-preserving record linkage". Inf. Syst. 108: 101930 (2022) - [j4]Anushka Vidanage, Thilina Ranbaduge, Peter Christen, Rainer Schnell:
Taxonomy of Attacks on Privacy-Preserving Record Linkage. J. Priv. Confidentiality 12(1) (2022) - [c19]Nishadi Kirielle, Peter Christen, Thilina Ranbaduge:
TransER: Homogeneous Transfer Learning for Entity Resolution. EDBT 2022: 2:118-2:130 - [i7]Kang Wei, Jun Li, Chuan Ma, Ming Ding, Sha Wei, Fan Wu, Guihai Chen, Thilina Ranbaduge:
Vertical Federated Learning: Challenges, Methodologies and Experiments. CoRR abs/2202.04309 (2022) - [i6]Thilina Ranbaduge, Dinusha Vatsalan, Ming Ding:
Privacy-preserving Deep Learning based Record Linkage. CoRR abs/2211.02161 (2022) - [i5]Thilina Ranbaduge, Ming Ding:
Differentially Private Vertical Federated Learning. CoRR abs/2211.06782 (2022) - 2021
- [c18]Charini Nanayakkara, Peter Christen, Thilina Ranbaduge:
Active Learning Based Similarity Filtering for Efficient and Effective Record Linkage. PAKDD (2) 2021: 321-333 - [i4]Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen, Kee Siong Ng:
Accurate and Efficient Suffix Tree Based Privacy-Preserving String Matching. CoRR abs/2104.03018 (2021) - [i3]Thilina Ranbaduge, Peter Christen, Rainer Schnell:
Large Scale Record Linkage in the Presence of Missing Data. CoRR abs/2104.09677 (2021) - [i2]Yang Li, Michael Purcell, Thierry Rakotoarivelo, David B. Smith, Thilina Ranbaduge, Kee Siong Ng:
Private Graph Data Release: A Survey. CoRR abs/2107.04245 (2021) - 2020
- [b1]Peter Christen, Thilina Ranbaduge, Rainer Schnell:
Linking Sensitive Data - Methods and Techniques for Practical Privacy-Preserving Information Sharing. Springer 2020, ISBN 978-3-030-59705-4, pp. 1-375 - [j3]Thilina Ranbaduge, Peter Christen:
A scalable privacy-preserving framework for temporal record linkage. Knowl. Inf. Syst. 62(1): 45-78 (2020) - [j2]Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen:
Secure Multi-party Summation Protocols: Are They Secure Enough Under Collusion? Trans. Data Priv. 13(1): 25-60 (2020) - [c17]Charini Nanayakkara, Peter Christen, Thilina Ranbaduge:
An Anonymiser Tool for Sensitive Graph Data. CIKM (Workshops) 2020 - [c16]Anushka Vidanage, Peter Christen, Thilina Ranbaduge, Rainer Schnell:
A Graph Matching Attack on Privacy-Preserving Record Linkage. CIKM 2020: 1485-1494 - [c15]Thilina Ranbaduge, Rainer Schnell:
Securing Bloom Filters for Privacy-preserving Record Linkage. CIKM 2020: 2185-2188 - [c14]Thilina Ranbaduge, Peter Christen, Rainer Schnell:
Secure and Accurate Two-Step Hash Encoding for Privacy-Preserving Record Linkage. PAKDD (2) 2020: 139-151
2010 – 2019
- 2019
- [j1]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): 2164-2177 (2019) - [c13]Nishadi Kirielle, Peter Christen, Thilina Ranbaduge:
Outlier Detection Based Accurate Geocoding of Historical Addresses. AusDM 2019: 41-53 - [c12]Anushka Vidanage, Thilina Ranbaduge, Peter Christen, Rainer Schnell:
Efficient Pattern Mining Based Cryptanalysis for Privacy-Preserving Record Linkage. ICDE 2019: 1698-1701 - [c11]Charini Nanayakkara, Peter Christen, Thilina Ranbaduge:
Robust Temporal Graph Clustering for Group Record Linkage. PAKDD (2) 2019: 526-538 - 2018
- [c10]Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen:
Reference Values Based Hardening for Bloom Filters Based Privacy-Preserving Record Linkage. AusDM 2018: 189-202 - [c9]Thilina Ranbaduge, Peter Christen:
Privacy-Preserving Temporal Record Linkage. ICDM 2018: 377-386 - [c8]Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen:
A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record Linkage. PAKDD (3) 2018: 15-27 - [c7]Peter Christen, Anushka Vidanage, Thilina Ranbaduge, Rainer Schnell:
Pattern-Mining Based Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage. PAKDD (3) 2018: 530-542 - [i1]Charini Nanayakkara, Peter Christen, Thilina Ranbaduge:
Temporal graph-based clustering for historical record linkage. CoRR abs/1807.02262 (2018) - 2017
- [c6]Peter Christen, Rainer Schnell, Dinusha Vatsalan, Thilina Ranbaduge:
Efficient Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage. PAKDD (1) 2017: 628-640 - 2016
- [c5]Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen:
Scalable Block Scheduling for Efficient Multi-database Record Linkage. ICDM 2016: 1161-1166 - [c4]Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios:
Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage. PAKDD (2) 2016: 415-427 - 2015
- [c3]Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen:
MERLIN - A Tool for Multi-party Privacy-Preserving Record Linkage. ICDM Workshops 2015: 1640-1643 - [c2]Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen:
Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage. PAKDD (2) 2015: 549-561 - 2014
- [c1]Thilina Ranbaduge, Peter Christen, Dinusha Vatsalan:
Tree Based Scalable Indexing for Multi-Party Privacy-Preserving Record Linkage. AusDM 2014: 31-42
Coauthor Index
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