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Florens Rohde

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  • Florens Rohde
  • florens.rohde@uni-leipzig.de
  • +49 341 - 97 32215
  • Postal address: Florens Rohde, I-PF 212101, 04081 Leipzig 
    Office: Room P-412, Paulinum, Augustusplatz 10, 04109, Leipzig 
    Please use the postal address!

About

  • Since 10/2018 Researcher at University Leipzig & ScaDS.AI
  • 05/2018 - 09/2018 Research Assistant at ScaDS Leipzig
  • 2018 Master of Science (M.Sc.) at University of Applied Sciences Leipzig
  • 2014 Bachelor of Engineering (B.Eng.) at University of Applied Sciences Leipzig

Research

  • Privacy-preserving Record Linkage (PPRL)

Betreute Abschlussarbeiten (14)

Jahr Typ Student Titel Status
2025 M. Sc. Florian Dingel Usage of multi-layer prediction models in Privacy-Preserving Record Linkage Running
2024 B. Sc. Markus Wetzel Model selection for Privacy Preserving Record Linkage Running
2024 M. Sc. Noah Rasp Object detection in images on edge devices with limited resources Running
2024 B. Sc. David Waldmann Analyse der Parkraumdynamik anhand von temporalen Street View Aufnahmen Running
2024 B. Sc. Bennet Friedrichs Verbesserung eines Multi-Layer Active Learning Protokolls für PPRL Running
2024 M. Sc. Andreas Kiziridis Vehicle type classification using floating car data Finished
2023 B. Sc. Manh Le Dac Extension of the record linkage benchmark tool Snowman for tag-based linkage result analysis Finished
2023 M. Sc. Andreas Kretschmer Sports Analytics im Handball: Erstellen eines Modells zum Berechnen von erwarteten Toren auf Basis von Raum-Zeit Sensordaten Finished
2023 B. Sc. Elias Messner Robustness of Privacy Preserving Record Linkage against Dataset Variation Finished
2023 B. Sc. Malek Bakleh PPRL mit Multi-Feature-Klassifikation von Record-level Bloom Filtern Finished
2022 B. Sc. Martin Frühauf Neuer Webauftritt der Datenbankgruppe Finished
2022 B. Sc. Lukas Burges Konzeption und Implementierung eines Iterativen Abfragebasierten Privacy-Preserving Record Linkage Protokolls Finished
2022 B. Sc. Manuel Friedrich Secure encoding for PPRL with shared secrets Finished
2021 B. Sc. Max Schrodt Konzeption und Implementierung eines Tools zur visuellen Maskierung beim interaktiven Record Linkage Finished

Publications (9)

Dateien Cover Beschreibung Jahr
SecUREmatch: Integrating Clerical Review in Privacy-Preserving Record Linkage
Rohde, F. ; Christen, V. ; Rahm, E.
ACM SIGMOD/PODS International Conference on Management of Data
2025 / 6
Multi-Layer Privacy-Preserving Record Linkage with Clerical Review based on gradual information disclosure
Rohde, F. ; Christen, V. ; Franke, M. ; Rahm, E.
21st Conference on Database Systems for Business, Technology and Web (BTW 2025)
2025 / 3
(Privately) Estimating Linkage Quality for Record Linkage
Franke, M. ; Christen, V. ; Christen, P. ; Rohde, F. ; Rahm, E.
27th International Conference on Extending Database Technology
2024 / 3
White Paper: Verbesserung des Record Linkage für die Gesundheitsforschung in Deutschland
Intemann, T. ; Kaulke, K. ; Kipker, D. ; Lettieri, V. ; Stallmann, C. ; Schmidt, C. ; Geidel, L. ; Bialke, M. ; Hampf, C. ; Stahl, D. ; Lablans, M. ; Rohde, F. ; Franke, M. ; Kraywinkel, K. ; Kieschke, J. ; Bartholomäusn, S. ; Näher, A. ; Tremper, G. ; Lambarki, M. ; March, S. ; Prasser, F. ; Haber, A. C. ; Drepper, J. ; Schlünder, I. ; Kirsten, T. ; Pigeot, I. ; Sax, U. ; Buchner, B. ; Ahrens, W. ; Semler, S.
Fachrepositorium Lebenswissenschaften
2023 / 8
Value-specific Weighting for Record-level Encodings in Privacy-Preserving Record Linkage
Rohde, F. ; Franke, M. ; Christen, V. ; Rahm, E.
Conference on Database Systems for Business, Technology and Web (BTW) 2023
2023 / 3
Evaluation of Hardening Techniques for Privacy-Preserving Record Linkage
Franke, M. ; Sehili, Z. ; Rohde, F. ; Rahm, E.
Proceedings of the 24th International Conference on Extending Database Technology (EDBT), pp. 289-300
2021 / 3
Multi-Party Privacy Preserving Record Linkage in Dynamic Metric Space
Sehili, Z. ; Rohde, F. ; Franke, M. ; Rahm, E.
Proc. 19. GI-Fachtagung für Datenbanksysteme für Business, Technologie und Web (BTW), 2021
2021 / 2
Optimization of the Mainzelliste software for fast privacy-preserving record linkage
Rohde, F. ; Franke, M. ; Sehili, Z. ; Lablans, M. ; Rahm, E.
BMC Journal of Translational Medicine
2021 / 1
ScaDS Research on Scalable Privacy-preserving Record Linkage
Franke, M. ; Gladbach, M. ; Sehili, Z. ; Rohde, F. ; Rahm, E.
Datenbank-Spektrum
2019 / 2

Recent publications

  • 2025 / 9: Generating Semantically Enriched Mobility Data from Travel Diaries
  • 2025 / 8: Slice it up: Unmasking User Identities in Smartwatch Health Data
  • 2025 / 7: MPGT: Multimodal Physics-Constrained Graph Transformer Learning for Hybrid Digital Twins
  • 2025 / 6: Leveraging foundation models and goal-dependent annotations for automated cell confluence assessment
  • 2025 / 6: SecUREmatch: Integrating Clerical Review in Privacy-Preserving Record Linkage

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