About Me
- I am a research scientist in the Information Security and Privacy group at CSIRO.
- I am also a Honarary Lecture in the School of Computing at the Australian National University (ANU).
- My current research lies in working on privacy-enhancing technologies in the context of Machine Learning, the development of secure linkage techniques for efficient and effective record linkage across different organisations, and the development of provably secure analytics techniques for graph databases.
- My research interests are privacy in data mining and matching, multidatabase integration, and privacy-preserving linkage of heterogeneous databases.
Recent News
- Check our new book Linking Sensitive Data - Methods and Techniques for Practical Privacy-Preserving Information Sharing. In this book we describe advanced techniques and concepts for linking sensitive databases using privacy-preserving methods. Check out our book companion web site: https://dmm.anu.edu.au/lsdbook2020/
- Our paper on a novel Bloom filter hardening techniques has been presented at the 29th ACM International Conference on Information and Knowledge Management (CIKM) 2020.
- Our paper on a novel graph based similarity matching attack has been presented at the 29th ACM International Conference on Information and Knowledge Management (CIKM) 2020.
- Our paper on a novel secure encoding method has been presented at the Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2020, Singapore.
- Our paper on secure communications between multiple parties has been published in the journal Transactions on Data Privacy
Contact Details
Address: GPO Box 1700 Canberra ACT 2601 Building 801 Synergy, North Science Road, Acton ACT 2601 Australia
Email : thilina dot ranbaduge at csiro dot au