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dr. M.A. Lopuhaä - Zwakenberg (Milan)

Postdoctoral researcher

About Me

Pronunciation: [ˈmilɑn loʷpuˈɦaʔa ˈzʋakəmbɛrχ]

I am a postdoc at the FMT group, working on the CAESAR project under Mariëlle Stoelinga. My research focuses on mathematical properties of privacy, security and safety metrics and their applications. In particular I have studied differential privacy and its applications in data aggregation, machine learning, and distributed computing. My current research is on metrics for attack trees.

 

In the past I have also done research on comparative Indo-European linguistics, especially Albanian, and arithmetic algebraic geometry. My PhD thesis was on moduli spaces of abelian varieties.

Expertise

Engineering & Materials Science
Frequency Estimation
Information Use
Linear Programming
Open Data
Arts & Humanities
Ergative
Neuter
Proto-Indo-European
Mathematics
Riemann Zeta Function

Publications

Recent
Lopuhaä-Zwakenberg, M., Sheikhalishahi, M., Kivits, J., Klarenbeek, J., van der Velde, G-J., & Zannone, N. (2021). Comparing Classifier's Performance under Differential Privacy. In S. D. C. di Vimercati, & P. Samarati (Eds.), Proceedings of the 18th International Conference on Security and Cryptography (pp. 50-61) https://doi.org/10.5220/0010519000500061
Lopuhaä-Zwakenberg, M., Tong, H., & Škorić, B. (2021). Data Sanitisation Protocols for the Privacy Funnel with Differential Privacy Guarantees. International Journal on advances in security, 13(3&4), 162-174.
Wang, T. , Lopuhaä-Zwakenberg, M., Li, Z., Škorić, B., & Li, N. (2020). Locally Differentially Private Frequency Estimation with Consistency. In Network and Distributed Systems Security Symposium 2020 https://doi.org/10.14722/ndss.2020.24157
Lopuhaä-Zwakenberg, M. (2020). The Privacy Funnel from the Viewpoint of Local Differential Privacy. In ICDS 2020, The Fourteenth International Conference on Digital Society
Lopuhaä-Zwakenberg, M., Li, Z., Škorić, B., & Li, N. (2020). Improving Frequency Estimation under Local Differential Privacy. In WPES'20: Proceedings of the 19th Workshop on Privacy in the Electronic Society (pp. 123-135) https://doi.org/10.1145/3411497.3420215
Lopuhaä-Zwakenberg, M. (2019). The Anatolian “Ergative”. In A. Kloekhorst, & T. Pronk (Eds.), The Precursors of Proto-Indo-European (pp. 131-150). (Leiden studies in Indo-European; Vol. 21). https://doi.org/10.1163/9789004409354_011

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In the press

Contact Details

Visiting Address

University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling (building no. 11), room 3110
Hallenweg 19
7522NH  Enschede
The Netherlands

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Mailing Address

University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling  3110
P.O. Box 217
7500 AE Enschede
The Netherlands