portrait photo
  • Maja Schneider
  • mschneider [at] informatik [dot] uni-leipzig [dot] de
  • +49 341 97-39322

  • ScaDS.AI 3.25

About

  • Since April 2020 research assistant at ScaDS.AI
  • M.Sc. Computer Science, University of Leipzig, 2020
  • Expert Network Control Analyst, DHL Hub Leipzig GmbH, 2012 - 2014
  • Dispatch and Inbound Specialist, TNT Express, 2008 - 2012
  • Diploma in Mathematics, HTWK Leipzig, 2008

Research Interests

  • Privacy-preserving Machine Learning
  • Privacy-Preserving Data Publishing
  • Location Privacy
  • Deep Learning
  • Generative adversarial networks

Open Theses

Have a look at our thesis proposals or contact me with your own ideas.

Teaching

Seminars

Labs

Betreute Abschlussarbeiten (11)

Jahr Typ Student Titel Status
2024 B. Sc. Matthias Mohn Erstellung synthetischer Standortverläufe aus historischen Traveldiaries Running
2024 B. Sc. Bjarne Weers Re-Identifizierung von Personen anhand ihrer Points of interest Running
2024 B. Sc. Claudius Czarnecki Social influence on mobility Running
2024 B. Sc. Chris Emmerich Verbesserung der Erkennung interessanter Punkte in Standortverläufen durch Analyse der Semantik Running
2024 B. Sc. Nagham Haji Darwish Point of Interest Detection in Trajectories Using Autoencoders Finished
2024 B. Sc. Richard Zimmermann Untersuchung des Privatsphärerisikos durch Reidentifikation in nextbike-Fahrradleihdaten Finished
2024 B. Sc. Erik Rötschke Entwicklung und Evaluierung einer Android App zur Messung und Visualisierung der Privatsphäre-Offenlegung durch Standortabfragen von Smartphone-Apps Finished
2022 M. Sc. Michael Koch Privatsphäre-erhaltende Vorhersage der Überlebenszeiten von Magenkrebspatienten Finished
2022 M. Sc. Lucas Lange Privacy-Preserving Detection of COVID-19 in X-Ray Images Finished
2021 M. Sc. Aruscha Kramm Privatsphäre-erhaltende Analyse des Fahrradklimas in Leipzig Finished
2021 M. Sc. Paul Muschiol Development of an Audio-Classifier for Urban Sounds under consideration of the PATE framework Finished

Publications (5)

Dateien Cover Beschreibung Jahr
Distributed, Privacy-Aware Location Data Aggregation
Schneider, M. ; Buchmann, E. ; Rahm, E.
2024 IEEE 6th International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications (TPS-ISA)
2024 / 10
Privacy in Practice: Private COVID-19 Detection in X-Ray Images
Lange, L. ; Schneider, M. ; Christen, P. ; Rahm, E.
20th International Conference on Security and Cryptography (SECRYPT 2023)
2023 / 7
Tuning the Utility-Privacy Trade-Off in Trajectory Data
Schneider, M. ; Schneider, J. ; Löffelmann, L. ; Christen, P. ; Rahm, E.
26th International Conference on Extending Database Technology (EDBT)
2023 / 3
D-TOUR : Detour-based point of interest detection in privacy-sensitive trajectories
Schneider, M. ; Gehrke, L. ; Christen, P. ; Rahm, E.
Conference: 3. Interdisciplinary Privacy & Security at Large Workshop (Privacy&Security@Large), INFORMATIK 2022
2022 / 9
Towards a robust analysis and classification of dog barking
Schneider, M. ; Jokisch, O.
Conference: Elektronische Sprachsignalverarbeitung 2020. Tagungsband der 31. Konferenz, Magdeburg, Germany, 4.-6. März 2020, Volume: 95
2020 / 3