Research output per year
Research output per year
Personal profile
Biography
Dr Dinusha Vatsalan joined the School of Computing at Macquarie University in May 2022 as a Senior Lecturer in Cyber Security. Dinusha received her PhD in Computer Science from Australian National
University and BSc (Hons) from University of Colombo, Sri Lanka. She was
a Research Scientist at Data61, CSIRO.
Her research interests include privacy-preserving technologies for
record linkage, data mining, machine learning, data sharing, and data
analytics, privacy attacks and defences, and privacy risk
quantification. Dinusha has authored over 60 scientific articles in
these research topics, and received several awards and grants, including
the Australian government’s prestigious Endeavour Postgraduate Research Award, Ruby Payne-Scott Award (CSIRO), Women in Science Career Award (CSIRO), Data61 Research Plus PhD Scholarships, Australia-Germany Joint Research Cooperation Scheme, and National best e-Content Award (Sri Lanka).
Research interests
Privacy-preserving record linkage
Privacy-preserving data sharing and analytics
Privacy-preserving machine learning
Privacy attacks and defenses
Privacy risk quantification
Education/Academic qualification
Computer Science, PhD, PhD in Computer Science, Australian National University
27 Jan 2011 → 23 Oct 2014
Award Date: 16 Dec 2014
Information and Communication Technology, BSc (Hons), BSc (Hons) in Information and Communication Technology, University of Colombo School of Computing
10 May 2005 → 30 Jun 2009
Award Date: 15 Sept 2009
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Collaborations and top research areas from the last five years
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On adversarial training with incorrect labels
Zhao, B., Lu, J., Zhou, X., Vatsalan, D., Ikram, M. & Kaafar, D., 4 Sept 2024, (Accepted/In press). 16 p.Research output: Contribution to conference › Paper › peer-review
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Privacy-preserving deep learning based record linkage
Ranbaduge, T., Vatsalan, D. & Ding, M., Nov 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 11, p. 6839-6850 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)3 Downloads (Pure) -
Privacy preserving release of mobile sensor data
Masood, R., Cheng, W. Y., Vatsalan, D., Mishra, D., Asghar, H. J. & Kaafar, D., 2024, ARES '24: proceedings of the 19th International Conference on Availability, Reliability and Security. New York: Association for Computing Machinery, 13 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
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Discussion submission to the 2023-2030 Australian Cyber Security Strategy
Macquarie University Cyber Security Hub, Kaafar, D., Selvadurai, N., Abedin, B., Vatsalan, D., Asghar, H., Ikram, M., Zhao, B. & Chen, M., 2023, 13 p.Research output: Other contribution
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Distance maximization and defences on deep hashing based image retrieval
Lu, J., Miao, Y., Chen, M., Huang, B., Li, B., Wang, W., Vatsalan, D. & Kaafar, M. A., 2023, IEEE International Conference on Knowledge Graph ICKG 2023: proceedings. Sheng, V. S., Hicks, C., Ling, C., Raghavan, V. & Wu, X. (eds.). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 176-183 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review