portrait photo
  • Lucas Lange
  • lange [at] informatik [dot] uni-leipzig [dot] de
  • +49 341 97 32316
  • Room P-416, Paulinum, Augustusplatz 10, 04109, Leipzig

About

  • Since 03/2022 - Researcher / PhD Student at Leipzig University
  • 2022 - M.Sc. Computer Science, Leipzig University
  • 2019 - B.Sc. Computer Science, Leipzig University

Research

  • Privacy-Preserving Data Analysis (Machine Learning)

Teaching

Lectures:

  • DBS2: SoSe23 (Lecture on Pandas)

Tutorials:

Labs:

Seminars:

  • Trends in Data Analytics and Machine Learning: WiSe22/23

Betreute Abschlussarbeiten (17)

Jahr Typ Student Titel Status
M. Sc. Jonathan Weske Federated Daisy Chaining Running
B. Sc. Lukas auf der Landwehr Federated Learning on User-Level Data Distributions Running
B. Sc. Tim Kästner Erkennung von Elektro-Autos auf Bildern Running
M. Sc. Adrian Böttinger Supervised learning from user-driven privatized data Running
M. Sc. Ole Borchardt Federated Learning With Individualized Differential Privacy By Client Sampling Running
B. Sc. Oliver Hamm Slicing Dynamic Time Warping for Time Series Retrieval and Clustering Running
M. Sc. Marcel Lehmann Data Augmentation for Time Series Data Running
M. Sc. Max Martius Model and Data Independent Property Inference Attacks Running
2024 B. Sc. Greta Weißgerber On the utility and privacy of user-driven privatized data Finished
2024 M. Sc. Maximilian Heykeroth Image Dataset Characteristics and Their Influence on Privacy-Preserving Machine Learning Finished
2024 B. Sc. Lukas Metz Learning Super Mario Bros - Investigation of the Influence of Generalized States in Reinforcement Learning Finished
2024 M. Sc. Tobias Schreieder Re-Identification Attacks on Smartwatch Health Data Finished
2023 B. Sc. Daniel Grohmann Kolorieren Historischer Fotos der Stadt Leipzig mit Deep-Learning-Techniken Finished
2023 M. Sc. Borislav Degenkolb Entwicklung eines Privatsphäre-erhaltenden Transformers zur Stresserkennung anhand von Smartwatch-Health-Daten Finished
2023 B. Sc. Felix Vogel Privatsphäre-erhaltende Sentiment Analyse auf Twitter Finished
2023 M. Sc. Nils Wenzlitschke Privacy-Preserving Smartwatch Health Data Generation For Stress Detection Using GANs Finished
2022 B. Sc. Noah Rasp A Study on the Impact of Class Imbalance on CNNs for Bee Health Detection Finished