Dinusha Vatsalan

74 papers A* 3A 6B 3C 1Misc 4Journal 33Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Protecting User Prompts Via Character-Level Differential Privacy. CoRR Shashie Dilhara Batan Arachchige, Hassan Jameel Asghar, Benjamin Zi Hao Zhao, Dinusha Vatsalan, Dali Kaafar
2025	J	`jnl`	"Do It to Know It": Reshaping the Privacy Mindset of Computer Science Undergraduates. Proc. Priv. Enhancing Technol. Maisha Boteju, Danielle M. Lottridge, Thilina Ranbaduge, Dinusha Vatsalan, Ni Ding
2025	—	`conf`	CTIGuardian: A Few-Shot Framework for Mitigating Privacy Leakage in Fine-Tuned LLMs. ACSAC Workshops Shashie Dilhara Batan Arachchige, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Dinusha Vatsalan, Dali Kaafar
2025	J	`jnl`	CTIGuardian: A Few-Shot Framework for Mitigating Privacy Leakage in Fine-Tuned LLMs. CoRR Shashie Dilhara Batan Arachchige, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Dinusha Vatsalan, Dali Kaafar
2025	A	`conf`	Membership Inference Attack Vulnerabilities of Record Linkage Models. CIKM Piyumi Seneviratne, Dinusha Vatsalan, Dali Kaafar
2024	C	`conf`	Integrating PETs into Software Applications: A Game-Based Learning Approach. ICIS Maisha Boteju, Thilina Ranbaduge, Dinusha Vatsalan, Nalin Asanka Gamagedara Arachchilage
2024	J	`jnl`	Integrating PETs into Software Applications: A Game-Based Learning Approach. CoRR Maisha Boteju, Thilina Ranbaduge, Dinusha Vatsalan, Nalin A. G. Arachchilage
2024	—	`conf`	On Adversarial Training with Incorrect Labels. WISE (4) Benjamin Zi Hao Zhao, Junda Lu, Xiaowei Zhou, Dinusha Vatsalan, Muhammad Ikram, Mohamed Ali Kâafar
2024	B	`conf`	Privacy Preserving Release of Mobile Sensor Data. ARES Rahat Masood, Wing Yan Cheng, Dinusha Vatsalan, Deepak Mishra, Hassan Jameel Asghar, Dali Kaafar
2024	J	`jnl`	Privacy-Preserving Deep Learning Based Record Linkage. IEEE Trans. Knowl. Data Eng. Thilina Ranbaduge, Dinusha Vatsalan, Ming Ding
2024	J	`jnl`	SoK: Demystifying Privacy Enhancing Technologies Through the Lens of Software Developers. CoRR Maisha Boteju, Thilina Ranbaduge, Dinusha Vatsalan, Nalin Asanka Gamagedara Arachchilage
2023	—	`conf`	Distance Maximization and Defences on Deep Hashing Based Image Retrieval. ICKG Junda Lu, Yukai Miao, Mingyang Chen, Bo Huang, Bing Li, Wei Wang, Dinusha Vatsalan, Mohamed Ali Kâafar
2023	J	`jnl`	Local Differentially Private Fuzzy Counting in Stream Data Using Probabilistic Data Structures. IEEE Trans. Knowl. Data Eng. Dinusha Vatsalan, Raghav Bhaskar, Mohamed Ali Kâafar
2023	A	`conf`	Privacy-Preserving Record Linkage for Cardinality Counting. AsiaCCS Nan Wu, Dinusha Vatsalan, Mohamed Ali Kâafar, Sanath Kumar Ramesh
2023	J	`jnl`	Privacy-Preserving Record Linkage for Cardinality Counting. CoRR Nan Wu, Dinusha Vatsalan, Mohamed Ali Kâafar, Sanath Kumar Ramesh
2022	J	`jnl`	Fairness and Cost Constrained Privacy-Aware Record Linkage. CoRR Nan Wu, Dinusha Vatsalan, Sunny Verma, Mohamed Ali Kâafar
2022	J	`jnl`	Fairness and Cost Constrained Privacy-Aware Record Linkage. IEEE Trans. Inf. Forensics Secur. Nan Wu, Dinusha Vatsalan, Sunny Verma, Mohamed Ali Kâafar
2022	J	`jnl`	Local Differentially Private Fuzzy Counting in Stream Data using Probabilistic Data Structure. CoRR Dinusha Vatsalan, Raghav Bhaskar, Mohamed Ali Kâafar
2022	J	`jnl`	Privacy Preserving Release of Mobile Sensor Data. CoRR Rahat Masood, Wing Yan Cheng, Dinusha Vatsalan, Deepak Mishra, Hassan Jameel Asghar, Mohamed Ali Kâafar
2022	J	`jnl`	Privacy risk quantification in education data using Markov model. Br. J. Educ. Technol. Dinusha Vatsalan, Thierry Rakotoarivelo, Raghav Bhaskar, Paul Tyler, Djazia Ladjal
2022	J	`jnl`	Privacy-Preserving Record Linkage. CoRR Dinusha Vatsalan, Dimitrios Karapiperis, Vassilios S. Verykios
2022	J	`jnl`	Privacy-preserving Deep Learning based Record Linkage. CoRR Thilina Ranbaduge, Dinusha Vatsalan, Ming Ding
2021	J	`jnl`	Modern Privacy-Preserving Record Linkage Techniques: An Overview. IEEE Trans. Inf. Forensics Secur. Aris Gkoulalas-Divanis, Dinusha Vatsalan, Dimitrios Karapiperis, Murat Kantarcioglu
2021	J	`jnl`	Phishing email strategies: Understanding cybercriminals' strategies of crafting phishing emails. Secur. Priv. Tatyana Stojnic, Dinusha Vatsalan, Nalin A. G. Arachchilage
2021	—	`conf`	Privacy Preserving Text Data Encoding and Topic Modelling. IEEE BigData Dinusha Vatsalan, Raghav Bhaskar, Aris Gkoulalas-Divanis, Dimitrios Karapiperis
2021	J	`jnl`	Privacy-Preserving Schemes for Safeguarding Heterogeneous Data Sources in Cyber-Physical Systems. IEEE Access Marwa Keshk, Benjamin P. Turnbull, Elena Sitnikova, Dinusha Vatsalan, Nour Moustafa
2020	J	`jnl`	A Privacy-Preserving-Framework-Based Blockchain and Deep Learning for Protecting Smart Power Networks. IEEE Trans. Ind. Informatics Marwa Keshk, Benjamin P. Turnbull, Nour Moustafa, Dinusha Vatsalan, Kim-Kwang Raymond Choo
2020	J	`jnl`	Data and Model Dependencies of Membership Inference Attack. CoRR Shakila Mahjabin Tonni, Farhad Farokhi, Dinusha Vatsalan, Dali Kaafar
2020	—	`conf`	Fairness-Aware Privacy-Preserving Record Linkage. DPM/CBT@ESORICS Dinusha Vatsalan, Joyce Yu, Wilko Henecka, Brian Thorne
2020	Misc	`conf`	Feature-Based Adversarial Attacks Against Machine Learnt Mobile Malware Detectors. ITNAC Maryam Shahpasand, Leonard G. C. Hamey, Mohamed Ali Kâafar, Dinusha Vatsalan
2020	—	`conf`	Hyper-Parameter Optimization for Privacy-Preserving Record Linkage. PKDD/ECML Workshops Joyce Yu, Jakub Nabaglo, Dinusha Vatsalan, Wilko Henecka, Brian Thorne
2020	J	`jnl`	Incremental clustering techniques for multi-party Privacy-Preserving Record Linkage. Data Knowl. Eng. Dinusha Vatsalan, Peter Christen, Erhard Rahm
2020	—	`conf`	P-Signature-Based Blocking to Improve the Scalability of Privacy-Preserving Record Linkage. DPM/CBT@ESORICS Dinusha Vatsalan, Joyce Yu, Brian Thorne, Wilko Henecka
2020	J	`jnl`	P4Mobi: A Probabilistic Privacy-Preserving Framework for Publishing Mobility Datasets. IEEE Trans. Veh. Technol. Qing Yang, Yiran Shen, Dinusha Vatsalan, Jianpei Zhang, Mohamed Ali Kâafar, Wen Hu
2020	—	`conf`	Privacy-Preserving Techniques for Protecting Large-Scale Data of Cyber-Physical Systems. MSN Marwa Keshk, Nour Moustafa, Elena Sitnikova, Benjamin P. Turnbull, Dinusha Vatsalan
2020	J	`jnl`	Secure Multi-party Summation Protocols: Are They Secure Enough Under Collusion? Trans. Data Priv. Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
2020	J	`jnl`	Sequence Data Matching and Beyond: New Privacy-Preserving Primitives Based on Bloom Filters. IEEE Trans. Inf. Forensics Secur. Wanli Xue, Dinusha Vatsalan, Wen Hu, Aruna Seneviratne
2019	J	`jnl`	Incremental Clustering Techniques for Multi-Party Privacy-Preserving Record Linkage. CoRR Dinusha Vatsalan, Peter Christen, Erhard Rahm
2019	J	`jnl`	Precise and Fast Cryptanalysis for Bloom Filter Based Privacy-Preserving Record Linkage. IEEE Trans. Knowl. Data Eng. Peter Christen, Thilina Ranbaduge, Dinusha Vatsalan, Rainer Schnell
2019	—	`ch.`	Privacy-Preserving Record Linkage. Encyclopedia of Big Data Technologies Dinusha Vatsalan, Dimitrios Karapiperis, Vassilios S. Verykios
2019	B	`conf`	Repairing of Record Linkage: Turning Errors into Insight. EDBT Quyen Bui-Nguyen, Qing Wang, Jingyu Shao, Dinusha Vatsalan
2018	—	`conf`	A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record Linkage. PAKDD (3) Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
2018	—	`conf`	An Overview of Big Data Issues in Privacy-Preserving Record Linkage. ALGOCLOUD Dinusha Vatsalan, Dimitrios Karapiperis, Aris Gkoulalas-Divanis
2018	A*	`conf`	Incognito: A Method for Obfuscating Web Data. WWW Rahat Masood, Dinusha Vatsalan, Muhammad Ikram, Mohamed Ali Kâafar
2017	—	`conf`	Efficient Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage. PAKDD (1) Peter Christen, Rainer Schnell, Dinusha Vatsalan, Thilina Ranbaduge
2017	—	`conf`	Improving Temporal Record Linkage Using Regression Classification. PAKDD (1) Yichen Hu, Qing Wang, Dinusha Vatsalan, Peter Christen
2017	—	`ch.`	Privacy-Preserving Record Linkage for Big Data: Current Approaches and Research Challenges. Handbook of Big Data Technologies Dinusha Vatsalan, Ziad Sehili, Peter Christen, Erhard Rahm
2017	J	`jnl`	Scalable Multi-Database Privacy-Preserving Record Linkage using Counting Bloom Filters. CoRR Dinusha Vatsalan, Peter Christen, Erhard Rahm
2016	J	`jnl`	Automatic Discovery of Abnormal Values in Large Textual Databases. ACM J. Data Inf. Qual. Peter Christen, Ross W. Gayler, Khoi-Nguyen Tran, Jeffrey Fisher, Dinusha Vatsalan
2016	B	`conf`	Efficient Record Linkage Using a Compact Hamming Space. EDBT Dimitrios Karapiperis, Dinusha Vatsalan, Vassilios S. Verykios, Peter Christen
2016	—	`conf`	Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage. PAKDD (2) Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
2016	J	`jnl`	Multi-Party Privacy-Preserving Record Linkage using Bloom Filters. CoRR Dinusha Vatsalan, Peter Christen
2016	J	`jnl`	Privacy-preserving matching of similar patients. J. Biomed. Informatics Dinusha Vatsalan, Peter Christen
2016	A*	`conf`	Scalable Block Scheduling for Efficient Multi-database Record Linkage. ICDM Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
2016	—	`conf`	Scalable Privacy-Preserving Linking of Multiple Databases Using Counting Bloom Filters. ICDM Workshops Dinusha Vatsalan, Peter Christen, Erhard Rahm
2015	—	`ch.`	Advanced Record Linkage Methods and Privacy Aspects for Population Reconstruction - A Survey and Case Studies. Population Reconstruction Peter Christen, Dinusha Vatsalan, Zhichun Fu
2015	—	`conf`	Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage. PAKDD (2) Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
2015	A*	`conf`	Efficient Entity Resolution with Adaptive and Interactive Training Data Selection. ICDM Peter Christen, Dinusha Vatsalan, Qing Wang
2015	—	`conf`	Efficient Interactive Training Selection for Large-Scale Entity Resolution. PAKDD (2) Qing Wang, Dinusha Vatsalan, Peter Christen
2015	—	`conf`	Large-Scale Multi-party Counting Set Intersection Using a Space Efficient Global Synopsis. DASFAA (2) Dimitrios Karapiperis, Dinusha Vatsalan, Vassilios S. Verykios, Peter Christen
2015	—	`conf`	MERLIN - A Tool for Multi-party Privacy-Preserving Record Linkage. ICDM Workshops Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen
2014	J	`jnl`	An Evaluation Framework for Privacy-Preserving Record Linkage. J. Priv. Confidentiality Dinusha Vatsalan, Peter Christen, Christine M. O'Keefe, Vassilios S. Verykios
2014	J	`jnl`	Challenges for privacy preservation in data integration. ACM J. Data Inf. Qual. Peter Christen, Dinusha Vatsalan, Vassilios S. Verykios
2014	A	`conf`	Scalable Privacy-Preserving Record Linkage for Multiple Databases. CIKM Dinusha Vatsalan, Peter Christen
2014	Misc	`conf`	Tree Based Scalable Indexing for Multi-Party Privacy-Preserving Record Linkage. AusDM Thilina Ranbaduge, Peter Christen, Dinusha Vatsalan
2013	J	`jnl`	A taxonomy of privacy-preserving record linkage techniques. Inf. Syst. Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
2013	A	`conf`	Efficient two-party private blocking based on sorted nearest neighborhood clustering. CIKM Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
2013	A	`conf`	Flexible and extensible generation and corruption of personal data. CIKM Peter Christen, Dinusha Vatsalan
2013	A	`conf`	GeCo: an online personal data generator and corruptor. CIKM Khoi-Nguyen Tran, Dinusha Vatsalan, Peter Christen
2013	—	`conf`	Sorted Nearest Neighborhood Clustering for Efficient Private Blocking. PAKDD (2) Dinusha Vatsalan, Peter Christen
2012	Misc	`conf`	An Iterative Two-Party Protocol for Scalable Privacy-Preserving Record Linkage. AusDM Dinusha Vatsalan, Peter Christen
2011	Misc	`conf`	An Efficient Two-Party Protocol for Approximate Matching in Private Record Linkage. AusDM Dinusha Vatsalan, Peter Christen, Vassilios S. Verykios
2010	—	`conf`	Enhancing Rural Healthcare in Emerging Countries through an eHealth Solution. eTELEMED Saatviga Sudhahar, Dinusha Vatsalan, Dulindra Wijethilake, Yvonne Wickramasinghe, Shiromi Arunathilake, Keith Chapman, Gihan Seneviratna
2010	—	`conf`	Mobile Technologies for Enhancing eHealth Solutions in Developing Countries. eTELEMED Dinusha Vatsalan, Shiromi Arunatileka, Keith Chapman, Gihan Senaviratne, Saatviga Sudhahar, Dulindra Wijetileka, Yvonne Wickramasinghe