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Lucas Lange

About

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

Contact

  • E-Mail: lange [at] informatik.uni-leipzig.de
  • Office: Room P-416, Paulinum, Augustusplatz 10, 04109, Leipzig
  • Phone: +49 341 97 32316

Research

  • Privacy-Preserving Data Analysis (Machine Learning)

Thesis Supervision

  • Feel free to contact me for more info or topic proposals/requests.

  • Open Theses

  • Ongoing Theses

    • Bachelor: Daniel Grohmann - Colorizing Old Photos of Leipzig Using Deep Learning
    • Master: Nils Wenzlitschke - Privacy-Preserving Smartwatch Health Data Generation Using DP-GANs
    • Bachelor: Lukas Metz - Beating Super Mario Bros With AI: A Playful Comparison of Reinforcement Learning and Genetic Algorithms
    • Master: Maximilian Heykeroth - Image Dataset Characteristics Under LiRA Membership Inference Attacks
    • Master: Tobias Schreieder - Re-Identification Attacks on Smartwatch Health Data
  • Finished Theses

    • Master: Borislav Degenkolb (2023) - Entwicklung eines Privatsphäre-erhaltenden Transformers zur Stresserkennung anhand von Smartwatch-Health-Daten
    • Bachelor: Felix Vogel (2023) - Privatsphäre-erhaltende Sentiment Analyse auf Twitter
    • Bachelor: Noah Rasp (2022) - A Study on the Impact of Class Imbalance on CNNs for Bee Health Detection

Publications



Google Scholar
publication iconLange, Lucas; Degenkolb, Borislav; Rahm, Erhard
Privacy-Preserving Stress Detection Using Smartwatch Health Data
4. Privacy & Security at Large Workshop, INFORMATIK 2023
2023-09
PDF

Google Scholar
publication iconLange, Lucas; Schneider, Maja; Christen, Peter; Rahm, Erhard
Privacy in Practice: Private COVID-19 Detection in X-Ray Images
20th International Conference on Security and Cryptography, SECRYPT 2023
2023-07
PDF
further information
Google Scholar
publication iconLange, Lucas; Schneider, Maja; Christen, Peter; Rahm, Erhard
Privacy in Practice: Private COVID-19 Detection in X-Ray Images (Extended Version)
arXiv preprint arXiv:2211.11434
2022-11
PDF
further information
Google Scholar
publication iconStaudte, Christian; Lange, Lucas
SentArg: A Hybrid Doc2Vec/DPH Model with Sentiment Analysis Refinement
CLEF 2020 Working Notes
2020-09

Teaching

Tutorials:

Labs:

Seminars:

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