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Thilina Ranbaduge
Thilina Ranbaduge
Australian National University and Data 61, CSIRO
Verificeret mail på anu.edu.au - Startside
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Vertical Federated Learning: Challenges, Methodologies and Experiments
K Wei, J Li, C Ma, M Ding, S Wei, F Wu, G Chen, T Ranbaduge
arXiv preprint arXiv:2202.04309, 2022
1222022
Linking sensitive data
P Christen, T Ranbaduge, R Schnell
Methods and techniques for practical privacy-preserving information sharing …, 2020
1142020
Efficient Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage⋆
P Christen, R Schnell, D Vatsalan, T Ranbaduge
842017
Precise and fast cryptanalysis for Bloom filter based privacy-preserving record linkage
P Christen, T Ranbaduge, D Vatsalan, R Schnell
IEEE Transactions on Knowledge and Data Engineering 31 (11), 2164-2177, 2018
752018
Efficient pattern mining based cryptanalysis for privacy-preserving record linkage
A Vidanage, T Ranbaduge, P Christen, R Schnell
2019 IEEE 35th International Conference on Data Engineering (ICDE), 1698-1701, 2019
392019
Pattern-mining based cryptanalysis of Bloom filters for privacy-preserving record linkage
P Christen, A Vidanage, T Ranbaduge, R Schnell
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 530-542, 2018
392018
Private graph data release: A survey
Y Li, M Purcell, T Rakotoarivelo, D Smith, T Ranbaduge, KS Ng
ACM Computing Surveys 55 (11), 1-39, 2023
372023
A graph matching attack on privacy-preserving record linkage
A Vidanage, P Christen, T Ranbaduge, R Schnell
Proceedings of the 29th ACM International Conference on Information …, 2020
362020
A taxonomy of attacks on privacy-preserving record linkage
A Vidanage, T Ranbaduge, P Christen, R Schnell
Journal of Privacy and Confidentiality 12 (1), 2022
262022
Hashing-based distributed multi-party blocking for privacy-preserving record linkage
T Ranbaduge, D Vatsalan, P Christen, V Verykios
Advances in Knowledge Discovery and Data Mining: 20th Pacific-Asia …, 2016
242016
Clustering-based scalable indexing for multi-party privacy-preserving record linkage
T Ranbaduge, D Vatsalan, P Christen
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 549-561, 2015
232015
Securing Bloom filters for privacy-preserving record linkage
T Ranbaduge, R Schnell
Proceedings of the 29th ACM international conference on information …, 2020
212020
Towards a ‘smart’cost–benefit tool: using machine learning to predict the costs of criminal justice policy interventions
M Manning, GTW Wong, T Graham, T Ranbaduge, P Christen, K Taylor, ...
Crime Science 7, 1-13, 2018
212018
Tree based scalable indexing for multi-party privacy-preserving record linkage
T Ranbaduge, P Christen, D Vatsalan
Australian Computer Society Inc., 2014
212014
Secure and accurate two-step hash encoding for privacy-preserving record linkage
T Ranbaduge, P Christen, R Schnell
Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia …, 2020
202020
Privacy-preserving deep learning based record linkage
T Ranbaduge, D Vatsalan, M Ding
IEEE Transactions on Knowledge and Data Engineering 36 (11), 6839-6850, 2023
162023
Secure Multi-party Summation Protocols: Are They Secure Enough Under Collusion?
T Ranbaduge, D Vatsalan, P Christen
Transactions on Data Privacy 13 (1), 25-60, 2020
162020
Robust temporal graph clustering for group record linkage
C Nanayakkara, P Christen, T Ranbaduge
Advances in Knowledge Discovery and Data Mining: 23rd Pacific-Asia …, 2019
162019
Evaluation measure for group-based record linkage
C Nanayakkara, P Christen, T Ranbaduge, E Garrett
International Journal of Population Data Science 4 (1), 1127, 2019
152019
Differentially private vertical federated learning
T Ranbaduge, M Ding
arXiv preprint arXiv:2211.06782, 2022
142022
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Artikler 1–20