Prof. Dr. Florian Matthes

Publications

• 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
• 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
• 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
• 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
• 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