Dinusha Vatsalan

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 44

Top Topics

Privacy Preserving

Top Venues

IEEE Trans. Inf. Forensics Secur.

IEEE Trans. Knowl. Data Eng.

Publications

Maisha Boteju, Thilina Ranbaduge, Dinusha Vatsalan, Nalin Asanka Gamagedara Arachchilage
SoK: Demystifying Privacy Enhancing Technologies Through the Lens of Software Developers. CoRR (2024)
Rahat Masood, Wing Yan Cheng, Dinusha Vatsalan, Deepak Mishra, Hassan Jameel Asghar, Dali Kaafar
Privacy Preserving Release of Mobile Sensor Data. ARES (2024)
Junda Lu, Yukai Miao, Mingyang Chen, Bo Huang, Bing Li, Wei Wang, Dinusha Vatsalan, Mohamed Ali Kâafar
Distance Maximization and Defences on Deep Hashing Based Image Retrieval. ICKG (2023)
Nan Wu, Dinusha Vatsalan, Mohamed Ali Kâafar, Sanath Kumar Ramesh
Privacy-Preserving Record Linkage for Cardinality Counting. AsiaCCS (2023)
Nan Wu, Dinusha Vatsalan, Mohamed Ali Kâafar, Sanath Kumar Ramesh
Privacy-Preserving Record Linkage for Cardinality Counting. CoRR (2023)
Dinusha Vatsalan, Raghav Bhaskar, Mohamed Ali Kâafar
Local Differentially Private Fuzzy Counting in Stream Data Using Probabilistic Data Structures. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Nan Wu, Dinusha Vatsalan, Sunny Verma, Mohamed Ali Kâafar
Fairness and Cost Constrained Privacy-Aware Record Linkage. CoRR (2022)
Dinusha Vatsalan, Raghav Bhaskar, Mohamed Ali Kâafar
Local Differentially Private Fuzzy Counting in Stream Data using Probabilistic Data Structure. CoRR (2022)
Dinusha Vatsalan, Dimitrios Karapiperis, Vassilios S. Verykios
Privacy-Preserving Record Linkage. CoRR (2022)
Nan Wu, Dinusha Vatsalan, Sunny Verma, Mohamed Ali Kâafar
Fairness and Cost Constrained Privacy-Aware Record Linkage. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Rahat Masood, Wing Yan Cheng, Dinusha Vatsalan, Deepak Mishra, Hassan Jameel Asghar, Mohamed Ali Kâafar
Privacy Preserving Release of Mobile Sensor Data. CoRR (2022)
Dinusha Vatsalan, Thierry Rakotoarivelo, Raghav Bhaskar, Paul Tyler, Djazia Ladjal
Privacy risk quantification in education data using Markov model. Br. J. Educ. Technol. 53 (4) (2022)
Thilina Ranbaduge, Dinusha Vatsalan, Ming Ding
Privacy-preserving Deep Learning based Record Linkage. CoRR (2022)
Tatyana Stojnic, Dinusha Vatsalan, Nalin A. G. Arachchilage
Phishing email strategies: Understanding cybercriminals' strategies of crafting phishing emails. Secur. Priv. 4 (5) (2021)
Marwa Keshk, Benjamin P. Turnbull, Elena Sitnikova, Dinusha Vatsalan, Nour Moustafa
Privacy-Preserving Schemes for Safeguarding Heterogeneous Data Sources in Cyber-Physical Systems. IEEE Access 9 (2021)
Dinusha Vatsalan, Raghav Bhaskar, Aris Gkoulalas-Divanis, Dimitrios Karapiperis
Privacy Preserving Text Data Encoding and Topic Modelling. IEEE BigData (2021)
Aris Gkoulalas-Divanis, Dinusha Vatsalan, Dimitrios Karapiperis, Murat Kantarcioglu
Modern Privacy-Preserving Record Linkage Techniques: An Overview. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Shakila Mahjabin Tonni, Farhad Farokhi, Dinusha Vatsalan, Dali Kaafar
Data and Model Dependencies of Membership Inference Attack. CoRR (2020)
Maryam Shahpasand, Leonard G. C. Hamey, Mohamed Ali Kâafar, Dinusha Vatsalan
Feature-Based Adversarial Attacks Against Machine Learnt Mobile Malware Detectors. ITNAC (2020)
Dinusha Vatsalan, Peter Christen, Erhard Rahm
Incremental clustering techniques for multi-party Privacy-Preserving Record Linkage. Data Knowl. Eng. 128 (2020)
Dinusha Vatsalan, Joyce Yu, Brian Thorne, Wilko Henecka
P-Signature-Based Blocking to Improve the Scalability of Privacy-Preserving Record Linkage. DPM/CBT@ESORICS (2020)
Qing Yang, Yiran Shen, Dinusha Vatsalan, Jianpei Zhang, Mohamed Ali Kâafar, Wen Hu
P4Mobi: A Probabilistic Privacy-Preserving Framework for Publishing Mobility Datasets. IEEE Trans. Veh. Technol. 69 (7) (2020)
Marwa Keshk, Benjamin P. Turnbull, Nour Moustafa, Dinusha Vatsalan, Kim-Kwang Raymond Choo
A Privacy-Preserving-Framework-Based Blockchain and Deep Learning for Protecting Smart Power Networks. IEEE Trans. Ind. Informatics 16 (8) (2020)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
Secure Multi-party Summation Protocols: Are They Secure Enough Under Collusion? Trans. Data Priv. 13 (1) (2020)
Marwa Keshk, Nour Moustafa, Elena Sitnikova, Benjamin P. Turnbull, Dinusha Vatsalan
Privacy-Preserving Techniques for Protecting Large-Scale Data of Cyber-Physical Systems. MSN (2020)
Dinusha Vatsalan, Joyce Yu, Wilko Henecka, Brian Thorne
Fairness-Aware Privacy-Preserving Record Linkage. DPM/CBT@ESORICS (2020)
Wanli Xue, Dinusha Vatsalan, Wen Hu, Aruna Seneviratne
Sequence Data Matching and Beyond: New Privacy-Preserving Primitives Based on Bloom Filters. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Joyce Yu, Jakub Nabaglo, Dinusha Vatsalan, Wilko Henecka, Brian Thorne
Hyper-Parameter Optimization for Privacy-Preserving Record Linkage. PKDD/ECML Workshops (2020)
Quyen Bui-Nguyen, Qing Wang, Jingyu Shao, Dinusha Vatsalan
Repairing of Record Linkage: Turning Errors into Insight. EDBT (2019)
Dinusha Vatsalan, Peter Christen, Erhard Rahm
Incremental Clustering Techniques for Multi-Party Privacy-Preserving Record Linkage. CoRR (2019)
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) (2019)
Dinusha Vatsalan, Dimitrios Karapiperis, Aris Gkoulalas-Divanis
An Overview of Big Data Issues in Privacy-Preserving Record Linkage. ALGOCLOUD (2018)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record Linkage. PAKDD (3) (2018)
Rahat Masood, Dinusha Vatsalan, Muhammad Ikram, Mohamed Ali Kâafar
Incognito: A Method for Obfuscating Web Data. WWW (2018)
Yichen Hu, Qing Wang, Dinusha Vatsalan, Peter Christen
Improving Temporal Record Linkage Using Regression Classification. PAKDD (1) (2017)
Dinusha Vatsalan, Peter Christen, Erhard Rahm
Scalable Multi-Database Privacy-Preserving Record Linkage using Counting Bloom Filters. CoRR (2017)
Peter Christen, Rainer Schnell, Dinusha Vatsalan, Thilina Ranbaduge
Efficient Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage. PAKDD (1) (2017)
Peter Christen, Ross W. Gayler, Khoi-Nguyen Tran, Jeffrey Fisher, Dinusha Vatsalan
Automatic Discovery of Abnormal Values in Large Textual Databases. ACM J. Data Inf. Qual. 7 (1-2) (2016)
Dimitrios Karapiperis, Dinusha Vatsalan, Vassilios S. Verykios, Peter Christen
Efficient Record Linkage Using a Compact Hamming Space. EDBT (2016)
Dinusha Vatsalan, Peter Christen
Privacy-preserving matching of similar patients. J. Biomed. Informatics 59 (2016)
Dinusha Vatsalan, Peter Christen
Multi-Party Privacy-Preserving Record Linkage using Bloom Filters. CoRR (2016)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
Scalable Block Scheduling for Efficient Multi-database Record Linkage. ICDM (2016)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage. PAKDD (2) (2016)
Dinusha Vatsalan, Peter Christen, Erhard Rahm
Scalable Privacy-Preserving Linking of Multiple Databases Using Counting Bloom Filters. ICDM Workshops (2016)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage. PAKDD (2) (2015)
Qing Wang, Dinusha Vatsalan, Peter Christen
Efficient Interactive Training Selection for Large-Scale Entity Resolution. PAKDD (2) (2015)
Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
MERLIN - A Tool for Multi-party Privacy-Preserving Record Linkage. ICDM Workshops (2015)
Peter Christen, Dinusha Vatsalan, Qing Wang
Efficient Entity Resolution with Adaptive and Interactive Training Data Selection. ICDM (2015)
Dimitrios Karapiperis, Dinusha Vatsalan, Vassilios S. Verykios, Peter Christen
Large-Scale Multi-party Counting Set Intersection Using a Space Efficient Global Synopsis. DASFAA (2) (2015)
Dinusha Vatsalan, Peter Christen
Scalable Privacy-Preserving Record Linkage for Multiple Databases. CIKM (2014)
Peter Christen, Dinusha Vatsalan, Vassilios S. Verykios
Challenges for privacy preservation in data integration. ACM J. Data Inf. Qual. 5 (1-2) (2014)
Dinusha Vatsalan, Peter Christen, Christine M. O'Keefe, Vassilios S. Verykios
An Evaluation Framework for Privacy-Preserving Record Linkage. J. Priv. Confidentiality 6 (1) (2014)
Thilina Ranbaduge, Peter Christen, Dinusha Vatsalan
Tree Based Scalable Indexing for Multi-Party Privacy-Preserving Record Linkage. AusDM (2014)
Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
A taxonomy of privacy-preserving record linkage techniques. Inf. Syst. 38 (6) (2013)
Dinusha Vatsalan, Peter Christen
Sorted Nearest Neighborhood Clustering for Efficient Private Blocking. PAKDD (2) (2013)
Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
Efficient two-party private blocking based on sorted nearest neighborhood clustering. CIKM (2013)
Peter Christen, Dinusha Vatsalan
Flexible and extensible generation and corruption of personal data. CIKM (2013)
Khoi-Nguyen Tran, Dinusha Vatsalan, Peter Christen
GeCo: an online personal data generator and corruptor. CIKM (2013)
Dinusha Vatsalan, Peter Christen
An Iterative Two-Party Protocol for Scalable Privacy-Preserving Record Linkage. AusDM (2012)
Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
An Efficient Two-Party Protocol for Approximate Matching in Private Record Linkage. AusDM (2011)
Saatviga Sudhahar, Dinusha Vatsalan, Dulindra Wijethilake, Yvonne Wickramasinghe, Shiromi Arunathilake, Keith Chapman, Gihan Seneviratna
Enhancing Rural Healthcare in Emerging Countries through an eHealth Solution. eTELEMED (2010)
Dinusha Vatsalan, Shiromi Arunatileka, Keith Chapman, Gihan Senaviratne, Saatviga Sudhahar, Dulindra Wijetileka, Yvonne Wickramasinghe
Mobile Technologies for Enhancing eHealth Solutions in Developing Countries. eTELEMED (2010)