I am a PhD student in the Research School of Computer Science at the Australian National University. My research interests are focused on privacy-preserving record linkage (PPRL) attacks. PPRL is the process of linking records in databases from different sources, while at the same time, preserving the privacy of the individual entities stored in those databases. Recently, PPRL has gained a lot of attention from different organisations around the world, and therefore many techniques have been proposed to preserve the privacy of record linkage. In my research study, I explore the potential attacks, such as frequency, cryptanalysis, and brute force attacks that might lead to expose, alter, destroy, or steal unauthorised information from databases even when PPRL techniques have been applied.
Currently, I am working on Bloom filter (BF) related attacks where I investigate on how analysing bit patterns can lead to uncover encoded information in databases.
My research interests generally lie in the areas of data mining and record linkage (also known as entity resolution). I am especially interested in security and privacy aspects of record linkage (privacy-preserving record linkage) and potential attacks on PPRL based techniques.
- Pattern-Mining based Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage, Peter Christen, Anushka Vidanage, Thilina Ranbaduge, and Rainer Schnell. Accepted by the Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'18), Melbourne, Australia, June 2018.
Bachelor of Science in Information and Communication Technology (Honours) - 1st ClassUniversity of Colombo School of Computing (UCSC), Sri Lanka - http://ucsc.cmb.ac.lk2011 - 2016
Higher Diploma in Computer Science (HDCS) - 2nd Upper ClassInfortec International, Nugegoda, Sri Lanka - http://www.infortec.lk2011 - 2012
Teaching InstructorUniversity of Colombo School of Computing (UCSC)2016 - 2017
Software and Web DeveloperThink Abstract Solutions (PVT) Ltd.2014 - 2017
Awards & Scholarships
ANU Postgraduate Research Scholarship (2017)The Australian National University
ANU HDR Merit Scholarship (2017)The Australian National University
Professor V. K. Samaranayake Medal for the Most Outstanding Graduate of UCSC (2015)University of Colombo School of Computing
Best Final Year Project Award for the 4th year research project (group) (2015)University of Colombo School of Computing