Dinusha Vatsalan

Orcid: 0000-0001-6713-7667

According to our database1, Dinusha Vatsalan authored at least 63 papers between 2010 and 2024.

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Bibliography

2024
Privacy-Preserving Deep Learning Based Record Linkage.
IEEE Trans. Knowl. Data Eng., November, 2024

SoK: Demystifying Privacy Enhancing Technologies Through the Lens of Software Developers.
CoRR, 2024

On Adversarial Training with Incorrect Labels.
Proceedings of the Web Information Systems Engineering - WISE 2024, 2024

Integrating PETs into Software Applications: A Game-Based Learning Approach.
Proceedings of the 45th International Conference on Information Systems, 2024

Privacy Preserving Release of Mobile Sensor Data.
Proceedings of the 19th International Conference on Availability, Reliability and Security, 2024

2023
Local Differentially Private Fuzzy Counting in Stream Data Using Probabilistic Data Structures.
IEEE Trans. Knowl. Data Eng., August, 2023

Distance Maximization and Defences on Deep Hashing Based Image Retrieval.
Proceedings of the IEEE International Conference on Knowledge Graph, 2023

Privacy-Preserving Record Linkage for Cardinality Counting.
Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

2022
Fairness and Cost Constrained Privacy-Aware Record Linkage.
IEEE Trans. Inf. Forensics Secur., 2022

Privacy-Preserving Record Linkage.
CoRR, 2022

Local Differentially Private Fuzzy Counting in Stream Data using Probabilistic Data Structure.
CoRR, 2022

Privacy risk quantification in education data using Markov model.
Br. J. Educ. Technol., 2022

2021
Modern Privacy-Preserving Record Linkage Techniques: An Overview.
IEEE Trans. Inf. Forensics Secur., 2021

Phishing email strategies: Understanding cybercriminals' strategies of crafting phishing emails.
Secur. Priv., 2021

Privacy-Preserving Schemes for Safeguarding Heterogeneous Data Sources in Cyber-Physical Systems.
IEEE Access, 2021

Privacy Preserving Text Data Encoding and Topic Modelling.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
P4Mobi: A Probabilistic Privacy-Preserving Framework for Publishing Mobility Datasets.
IEEE Trans. Veh. Technol., 2020

A Privacy-Preserving-Framework-Based Blockchain and Deep Learning for Protecting Smart Power Networks.
IEEE Trans. Ind. Informatics, 2020

Sequence Data Matching and Beyond: New Privacy-Preserving Primitives Based on Bloom Filters.
IEEE Trans. Inf. Forensics Secur., 2020

Secure Multi-party Summation Protocols: Are They Secure Enough Under Collusion?
Trans. Data Priv., 2020

Incremental clustering techniques for multi-party Privacy-Preserving Record Linkage.
Data Knowl. Eng., 2020

Data and Model Dependencies of Membership Inference Attack.
CoRR, 2020

Hyper-Parameter Optimization for Privacy-Preserving Record Linkage.
Proceedings of the ECML PKDD 2020 Workshops, 2020

Privacy-Preserving Techniques for Protecting Large-Scale Data of Cyber-Physical Systems.
Proceedings of the 16th International Conference on Mobility, Sensing and Networking, 2020

Feature-Based Adversarial Attacks Against Machine Learnt Mobile Malware Detectors.
Proceedings of the 30th International Telecommunication Networks and Applications Conference, 2020

P-Signature-Based Blocking to Improve the Scalability of Privacy-Preserving Record Linkage.
Proceedings of the Data Privacy Management, Cryptocurrencies and Blockchain Technology, 2020

Fairness-Aware Privacy-Preserving Record Linkage.
Proceedings of the Data Privacy Management, Cryptocurrencies and Blockchain Technology, 2020

2019
Privacy-Preserving Record Linkage.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Precise and Fast Cryptanalysis for Bloom Filter Based Privacy-Preserving Record Linkage.
IEEE Trans. Knowl. Data Eng., 2019

Repairing of Record Linkage: Turning Errors into Insight.
Proceedings of the Advances in Database Technology, 2019

2018
Incognito: A Method for Obfuscating Web Data.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

An Overview of Big Data Issues in Privacy-Preserving Record Linkage.
Proceedings of the Algorithmic Aspects of Cloud Computing - 4th International Symposium, 2018

2017
Scalable Multi-Database Privacy-Preserving Record Linkage using Counting Bloom Filters.
CoRR, 2017

Improving Temporal Record Linkage Using Regression Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Efficient Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges.
Proceedings of the Handbook of Big Data Technologies, 2017

2016
Automatic Discovery of Abnormal Values in Large Textual Databases.
ACM J. Data Inf. Qual., 2016

Privacy-preserving matching of similar patients.
J. Biomed. Informatics, 2016

Multi-Party Privacy-Preserving Record Linkage using Bloom Filters.
CoRR, 2016

Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Scalable Privacy-Preserving Linking of Multiple Databases Using Counting Bloom Filters.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Scalable Block Scheduling for Efficient Multi-database Record Linkage.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Efficient Record Linkage Using a Compact Hamming Space.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015
Efficient Interactive Training Selection for Large-Scale Entity Resolution.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

MERLIN - A Tool for Multi-party Privacy-Preserving Record Linkage.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Efficient Entity Resolution with Adaptive and Interactive Training Data Selection.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Large-Scale Multi-party Counting Set Intersection Using a Space Efficient Global Synopsis.
Proceedings of the Database Systems for Advanced Applications, 2015

Advanced Record Linkage Methods and Privacy Aspects for Population Reconstruction - A Survey and Case Studies.
Proceedings of the Population Reconstruction, 2015

2014
An Evaluation Framework for Privacy-Preserving Record Linkage.
J. Priv. Confidentiality, 2014

Challenges for privacy preservation in data integration.
ACM J. Data Inf. Qual., 2014

Scalable Privacy-Preserving Record Linkage for Multiple Databases.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Tree Based Scalable Indexing for Multi-Party Privacy-Preserving Record Linkage.
Proceedings of the Twelfth Australasian Data Mining Conference, AusDM 2014, Brisbane, 2014

2013
A taxonomy of privacy-preserving record linkage techniques.
Inf. Syst., 2013

Sorted Nearest Neighborhood Clustering for Efficient Private Blocking.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Efficient two-party private blocking based on sorted nearest neighborhood clustering.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

GeCo: an online personal data generator and corruptor.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Flexible and extensible generation and corruption of personal data.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
An Iterative Two-Party Protocol for Scalable Privacy-Preserving Record Linkage.
Proceedings of the Tenth Australasian Data Mining Conference, AusDM 2012, Sydney, 2012

2011
An Efficient Two-Party Protocol for Approximate Matching in Private Record Linkage.
Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011

2010
Mobile Technologies for Enhancing eHealth Solutions in Developing Countries.
Proceedings of the Second International Conference on eHealth, 2010

Enhancing Rural Healthcare in Emerging Countries through an eHealth Solution.
Proceedings of the Second International Conference on eHealth, 2010


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