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ORCIDDinusha Vatsalan
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2020 – today
- 2024
[j18]Thilina Ranbaduge
, Dinusha Vatsalan, Ming Ding:
Privacy-Preserving Deep Learning Based Record Linkage. IEEE Trans. Knowl. Data Eng. 36(11): 6839-6850 (2024)- [c36]Rahat Masood, Wing Yan Cheng, Dinusha Vatsalan, Deepak Mishra, Hassan Jameel Asghar, Dali Kaafar:
Privacy Preserving Release of Mobile Sensor Data. ARES 2024: 5:1-5:13 - [c35]Maisha Boteju, Thilina Ranbaduge, Dinusha Vatsalan, Nalin Asanka Gamagedara Arachchilage:
Integrating PETs into Software Applications: A Game-Based Learning Approach. ICIS 2024 - [c34]Benjamin Zi Hao Zhao, Junda Lu, Xiaowei Zhou, Dinusha Vatsalan, Muhammad Ikram, Mohamed Ali Kâafar:
On Adversarial Training with Incorrect Labels. WISE (4) 2024: 116-132 - [i12]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) - [i11]Maisha Boteju, Thilina Ranbaduge, Dinusha Vatsalan, Nalin A. G. Arachchilage:
Integrating PETs into Software Applications: A Game-Based Learning Approach. CoRR abs/2410.00661 (2024) - 2023
- [j17]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): 8185-8198 (2023) - [c33]Nan Wu, Dinusha Vatsalan, Mohamed Ali Kâafar, Sanath Kumar Ramesh:
Privacy-Preserving Record Linkage for Cardinality Counting. AsiaCCS 2023: 53-64 - [c32]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: 176-183 - [i10]Nan Wu, Dinusha Vatsalan, Mohamed Ali Kâafar, Sanath Kumar Ramesh:
Privacy-Preserving Record Linkage for Cardinality Counting. CoRR abs/2301.04000 (2023) - 2022
- [j16]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): 804-821 (2022) - [j15]Nan Wu, Dinusha Vatsalan, Sunny Verma, Mohamed Ali Kâafar:
Fairness and Cost Constrained Privacy-Aware Record Linkage. IEEE Trans. Inf. Forensics Secur. 17: 2644-2656 (2022) - [i9]Rahat Masood, Wing Yan Cheng, Dinusha Vatsalan, Deepak Mishra, Hassan Jameel Asghar, Mohamed Ali Kâafar:
Privacy Preserving Release of Mobile Sensor Data. CoRR abs/2205.06641 (2022) - [i8]Nan Wu, Dinusha Vatsalan, Sunny Verma, Mohamed Ali Kâafar:
Fairness and Cost Constrained Privacy-Aware Record Linkage. CoRR abs/2206.15089 (2022) - [i7]Dinusha Vatsalan, Raghav Bhaskar, Mohamed Ali Kâafar:
Local Differentially Private Fuzzy Counting in Stream Data using Probabilistic Data Structure. CoRR abs/2208.05264 (2022) - [i6]Thilina Ranbaduge, Dinusha Vatsalan, Ming Ding:
Privacy-preserving Deep Learning based Record Linkage. CoRR abs/2211.02161 (2022) - [i5]Dinusha Vatsalan, Dimitrios Karapiperis, Vassilios S. Verykios:
Privacy-Preserving Record Linkage. CoRR abs/2212.05682 (2022) - 2021
- [j14]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: 55077-55097 (2021) - [j13]Tatyana Stojnic, Dinusha Vatsalan, Nalin A. G. Arachchilage:
Phishing email strategies: Understanding cybercriminals' strategies of crafting phishing emails. Secur. Priv. 4(5) (2021) - [j12]Aris Gkoulalas-Divanis, Dinusha Vatsalan, Dimitrios Karapiperis, Murat Kantarcioglu:
Modern Privacy-Preserving Record Linkage Techniques: An Overview. IEEE Trans. Inf. Forensics Secur. 16: 4966-4987 (2021) - [c31]Dinusha Vatsalan, Raghav Bhaskar, Aris Gkoulalas-Divanis, Dimitrios Karapiperis:
Privacy Preserving Text Data Encoding and Topic Modelling. IEEE BigData 2021: 1308-1316 - 2020
- [j11]Dinusha Vatsalan, Peter Christen, Erhard Rahm:
Incremental clustering techniques for multi-party Privacy-Preserving Record Linkage. Data Knowl. Eng. 128: 101809 (2020) - [j10]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) - [j9]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: 2973-2987 (2020) - [j8]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): 5110-5118 (2020) - [j7]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): 6987-6999 (2020) - [c30]Dinusha Vatsalan, Joyce Yu, Wilko Henecka, Brian Thorne:
Fairness-Aware Privacy-Preserving Record Linkage. DPM/CBT@ESORICS 2020: 3-18 - [c29]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: 35-51 - [c28]Maryam Shahpasand, Leonard G. C. Hamey, Mohamed Ali Kâafar, Dinusha Vatsalan:
Feature-Based Adversarial Attacks Against Machine Learnt Mobile Malware Detectors. ITNAC 2020: 1-8 - [c27]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: 711-717 - [c26]Joyce Yu, Jakub Nabaglo, Dinusha Vatsalan, Wilko Henecka, Brian Thorne:
Hyper-Parameter Optimization for Privacy-Preserving Record Linkage. PKDD/ECML Workshops 2020: 281-296 - [i4]Shakila Mahjabin Tonni, Farhad Farokhi, Dinusha Vatsalan, Dali Kaafar:
Data and Model Dependencies of Membership Inference Attack. CoRR abs/2002.06856 (2020)
2010 – 2019
- 2019
- [j6]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) - [c25]Quyen Bui-Nguyen, Qing Wang, Jingyu Shao, Dinusha Vatsalan:
Repairing of Record Linkage: Turning Errors into Insight. EDBT 2019: 638-641 - [r1]Dinusha Vatsalan, Dimitrios Karapiperis, Vassilios S. Verykios:
Privacy-Preserving Record Linkage. Encyclopedia of Big Data Technologies 2019 - [i3]Dinusha Vatsalan, Peter Christen, Erhard Rahm:
Incremental Clustering Techniques for Multi-Party Privacy-Preserving Record Linkage. CoRR abs/1911.12930 (2019) - 2018
- [c24]Dinusha Vatsalan, Dimitrios Karapiperis, Aris Gkoulalas-Divanis:
An Overview of Big Data Issues in Privacy-Preserving Record Linkage. ALGOCLOUD 2018: 118-136 - [c23]Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen:
A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record Linkage. PAKDD (3) 2018: 15-27 - [c22]Rahat Masood, Dinusha Vatsalan, Muhammad Ikram, Mohamed Ali Kâafar:
Incognito: A Method for Obfuscating Web Data. WWW 2018: 267-276 - 2017
- [c21]Yichen Hu, Qing Wang, Dinusha Vatsalan, Peter Christen:
Improving Temporal Record Linkage Using Regression Classification. PAKDD (1) 2017: 561-573 - [c20]Peter Christen, Rainer Schnell, Dinusha Vatsalan, Thilina Ranbaduge:
Efficient Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage. PAKDD (1) 2017: 628-640 - [p2]Dinusha Vatsalan, Ziad Sehili, Peter Christen, Erhard Rahm:
Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges. Handbook of Big Data Technologies 2017: 851-895 - [i2]Dinusha Vatsalan, Peter Christen, Erhard Rahm:
Scalable Multi-Database Privacy-Preserving Record Linkage using Counting Bloom Filters. CoRR abs/1701.01232 (2017) - 2016
- [j5]Dinusha Vatsalan, Peter Christen:
Privacy-preserving matching of similar patients. J. Biomed. Informatics 59: 285-298 (2016) - [j4]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): 7:1-7:31 (2016) - [c19]Dimitrios Karapiperis, Dinusha Vatsalan, Vassilios S. Verykios, Peter Christen:
Efficient Record Linkage Using a Compact Hamming Space. EDBT 2016: 209-220 - [c18]Dinusha Vatsalan, Peter Christen, Erhard Rahm:
Scalable Privacy-Preserving Linking of Multiple Databases Using Counting Bloom Filters. ICDM Workshops 2016: 882-889 - [c17]Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen:
Scalable Block Scheduling for Efficient Multi-database Record Linkage. ICDM 2016: 1161-1166 - [c16]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 - [i1]Dinusha Vatsalan, Peter Christen:
Multi-Party Privacy-Preserving Record Linkage using Bloom Filters. CoRR abs/1612.08835 (2016) - 2015
- [c15]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: 329-345 - [c14]Peter Christen, Dinusha Vatsalan, Qing Wang:
Efficient Entity Resolution with Adaptive and Interactive Training Data Selection. ICDM 2015: 727-732 - [c13]Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen:
MERLIN - A Tool for Multi-party Privacy-Preserving Record Linkage. ICDM Workshops 2015: 1640-1643 - [c12]Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen:
Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage. PAKDD (2) 2015: 549-561 - [c11]Qing Wang, Dinusha Vatsalan, Peter Christen:
Efficient Interactive Training Selection for Large-Scale Entity Resolution. PAKDD (2) 2015: 562-573 - [p1]Peter Christen, Dinusha Vatsalan, Zhichun Fu:
Advanced Record Linkage Methods and Privacy Aspects for Population Reconstruction - A Survey and Case Studies. Population Reconstruction 2015: 87-110 - 2014
- [j3]Peter Christen, Dinusha Vatsalan, Vassilios S. Verykios:
Challenges for privacy preservation in data integration. ACM J. Data Inf. Qual. 5(1-2): 4:1-4:3 (2014) - [j2]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) - [c10]Thilina Ranbaduge, Peter Christen, Dinusha Vatsalan:
Tree Based Scalable Indexing for Multi-Party Privacy-Preserving Record Linkage. AusDM 2014: 31-42 - [c9]Dinusha Vatsalan, Peter Christen:
Scalable Privacy-Preserving Record Linkage for Multiple Databases. CIKM 2014: 1795-1798 - 2013
- [j1]Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios:
A taxonomy of privacy-preserving record linkage techniques. Inf. Syst. 38(6): 946-969 (2013) - [c8]Peter Christen, Dinusha Vatsalan:
Flexible and extensible generation and corruption of personal data. CIKM 2013: 1165-1168 - [c7]Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios:
Efficient two-party private blocking based on sorted nearest neighborhood clustering. CIKM 2013: 1949-1958 - [c6]Khoi-Nguyen Tran, Dinusha Vatsalan, Peter Christen:
GeCo: an online personal data generator and corruptor. CIKM 2013: 2473-2476 - [c5]Dinusha Vatsalan, Peter Christen:
Sorted Nearest Neighborhood Clustering for Efficient Private Blocking. PAKDD (2) 2013: 341-352 - 2012
- [c4]Dinusha Vatsalan, Peter Christen:
An Iterative Two-Party Protocol for Scalable Privacy-Preserving Record Linkage. AusDM 2012: 127-138 - 2011
- [c3]Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios:
An Efficient Two-Party Protocol for Approximate Matching in Private Record Linkage. AusDM 2011: 125-136 - 2010
- [c2]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: 23-28 - [c1]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: 84-89
Coauthor Index
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last updated on 2024-12-13 19:13 CET by the dblp team
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