Prof. Dr. Florian Matthes

Chair for Software Engineering for Business Information Systems | Technical University of Munich

matthes@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.

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
  • Munilla Garrido, Gonzalo; Sedlmeir, Johannes; Uludağ, Ömer; Soto Alaoui, Ilias; Luckow, Andre; Matthes, Florian (2022)

    Revealing the landscape of privacy-enhancing technologies in the context of data markets for the IoT: A systematic literature review

    Journal article
    Journal of Network and Computer Applications, Volume: 207, Nr. 103465
    DOI: 10.1016/j.jnca.2022.103465
    Project: Differential Privacy
  • 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
  • Garrido, Gonzalo Munilla; Near, Joseph; Muhammad, Aitsam; He, Warren; Matzutt, Roman; Matthes, Florian (22.09.2021)

    Do I Get the Privacy I Need? Benchmarking Utility in Differential Privacy Libraries

    Grey literature / report
    Project: Differential Privacy
  • Bondel, Gloria; Garrido, Gonzalo; Baumer, Kevin; Matthes, Florian (2020)

    The Use of De-identification Methods for Secure and Privacy-enhancing Big Data Analytics in Cloud Environments

    Conference paper
    Proceedings of the 22nd International 2020, P. 338-344
    DOI: 10.5220/0009470903380344
    Project: Differential Privacy