Scholar
Tobias Lorenz
Google Scholar ID: gf-aMd0AAAAJ
PhD student, CISPA Helmholtz Center for Information Security
Citations & Impact
Citations
1,197
H-index
4
i10-index
2
Publications
8
Co-authors
10
list available
Publications
Resume (English only)
Research Experience
- Part of the ELLIS Ph.D. Program, with a visit at Prof. Marta Kwiatkowska's research group; Master's work at ETH Zürich on robustness certification for point cloud models with Prof. Martin Vechev; Bachelor's thesis at MPI Saarbrücken under the supervision of Prof. Bernt Schiele.
Education
- Ph.D. candidate at CISPA Helmholtz Center for Information Security, supervised by Prof. Mario Fritz and Prof. Marta Kwiatkowska; Master's degree from ETH Zürich, worked with Prof. Martin Vechev on robustness certification for point cloud models; Bachelor's degree from KIT in Karlsruhe, completed an external thesis at MPI in Saarbrücken with Prof. Bernt Schiele.
Background
- As a computer scientist, fascinated by the immense potential of modern machine learning and AI systems and the new challenges they pose for secure and safe applications. Research focuses on developing methods to formally prove their safety and robustness, using these insights to guide the design of more resilient model architectures.
