Oleksandra Klymenko M.Sc.

Research Associate, Chair for Software Engineering of Business Information Systems | Technichal University of Munich

alexandra.klymenko@tum.de
Profile
Participations and Contributions
Publications
Participations and Contributions
All posts
Digital society

Differential Privacy: New approaches for managing social big data

Project

The research project explored how valid statistical conclusions can be drawn without violating individual privacy. During the project a software environment for implementing differential privacy was developed.

Digital public sphere

An Interdisciplinary Perspective on Technical and Legal Hurdles in GDPR Compliance of Software Systems

Blog
11 August 2022

Companies developing software systems need to assure compliance with personal data protection norms. This blog post elaborates on the legal and technological aspects of software system compliance, and specifically focuses on the cornerstone…

Publications

  • Klymenko, Oleksandra; Kosenkov, Oleksandr; Meisenbacher, Stephen; Elahidoost, Parisa; Mendez, Daniel; Matthes, Florian (2022)

    Understanding the Implementation of Technical Measures in the Process of Data Privacy Compliance: A Qualitative Study

    Conference paper
    Proceedings of the 16th ACM / IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM), P. 261-271
    DOI: 10.1145/3544902.3546234
    Project: Differential Privacy
  • Kosenkov, Oleksandr; Dreyer, Stephan; Klymenko, Oleksandra; Prokhorenkov, Dmitry; Mendez, Daniel; Rhein, Valerie (2022)

    An Interdisciplinary Perspective on Technical and Legal Hurdles in GDPR Compliance of Software Systems

    Internet document
    bidt, bidt Blog
    https://www.bidt.digital/an-interdisciplinary-perspective-on-technical-and-legal-hurdles-in-gdpr-compliance-of-software-systems/
    Project: CPV
  • Klymenko, Oleksandra; Meisenbacher, Stephen; Matthes, Florian (2022)

    Differential Privacy in Natural Language Processing The Story So Far

    Conference paper
    Feyisetan, Ghanavati et al., Proceedings of the Fourth Workshop on Privacy in Natural Language Processing, P. 1-11, Seattle
    DOI: 10.18653/v1/2022.privatenlp-1.1
    Project: Differential Privacy
  • Klymenko, Oleksandra; Meisenbacher, Stephen; Garrido, Gonzalo; Nägele, Sascha; Matthes, Florian (2021)

    Investigating the Application of Differential Privacy to Mitigate Privacy Issues in Natural Language Processing

    Journal article
    International Workshop on Privacy Engineering
    Project: Differential Privacy