Clemens-Alexander Brust

Clemens-Alexander Brust

🧪 research in ML methods and applications ǀ 🏢 team lead Secure Software Engineering at DLR Data Science ǀ 🎓 FSU Jena

About Me

Here are some quick facts about me. Missing something? Please contact me for a complete CV!

Employment

2021-Current
Acting Group Lead Secure Software Engineering Group at DLR Institute of Data Science.
Research in vulnerability detection and other security-related software engineering applications of ML.
Group strategy, grant applications, PhD student supervision.
2023-2024
Acting Department Lead Data Acquisition and Mobilization at DLR Institute of Data Science. Deputy position during maternity leave. Responsible for research area “secure software engineering and data availability”
2017-2021
Research Associate Computer Vision Group at FSU Jena.
Research in lifelong learning and semantic knowledge integration.
Teaching.

Education

2022
PhD in Computer Science at FSU Jena.
Thesis: Semantic Knowledge Integration for Learning from Semantically Imprecise Data. Supervisors: Joachim Denzler and Björn Barz.
2017
Master of Science in Computational and Data Science at FSU Jena.
Thesis: Incremental Learning of the Object Detection System YOLO.
Supervisor: Christoph Käding.
2014
Bachelor of Science in Computer Science at FSU Jena.
Thesis: Semantic Segmentation using Convolutional Neural Networks for Automatic Road Segmentation.
Supervisors: Sven Sickert, Marcel Simon and Erik Rodner.

Academic Service

I’ve reviewed for the following publications / events. See my publons profile for further information.

Journals

  • IEEE:
    • Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
    • Transactions on Intelligent Transportation Systems (T-ITS)
    • Access
  • Elsevier:
    • Pattern Recognition
    • Global Ecology and Conservation (GECCO)
    • Engineering Failure Analysis
  • Wiley:
    • Methods in Ecology and Evolution
  • Springer:
    • Machine Vision and Applications

Conferences and Workshops

  • IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
  • USENIX Security Symposium AE
  • Research Software Engineering (RSECon)
  • ACCV Workshop on Advanced Machine Vision for Real-life and Industrially Relevant Applications (AMV)
  • ICMLA Workshop on Advanced Machine Vision for Real-life and Industrially Relevant Applications (AMV)

I’ve been a session chair at the following events:

  • Asian Conference on Pattern Recognition (ACPR)