Thorsten Eisenhofer
Scholar

Thorsten Eisenhofer

Google Scholar ID: PyPLDisAAAAJ
Technische Universität Berlin
Computer SecurityAdversarial Machine Learning
Citations & Impact
All-time
Citations
1,380
 
H-index
11
 
i10-index
13
 
Publications
20
 
Co-authors
9
list available
Resume (English only)
Academic Achievements
  • Publications: Multiple papers in conferences and journals such as NDSS, ICSE, CCS, ICML, USENIX Security Symposium, and SaTML. Received Distinguished Paper Award.
Research Experience
  • Postdoctoral researcher at Machine Learning and Security group, BIFOLD & TU Berlin, working with Konrad Rieck; Visiting researcher at Cleverhans Lab, Vector Institute, Toronto, working with Nicolas Papernot; Currently, tenure-track faculty member at CISPA Helmholtz Center for Information Security, Saarbrücken, Germany.
Education
  • PhD: Ruhr University Bochum, advised by Thorsten Holz, part of the Cluster of Excellence CASA; MSc: Ruhr University Bochum, Computer Security; BSc: Paderborn University, Computer Science.
Background
  • Research Interests: Intersection of machine learning and computer security, focusing on systems security. Studying how learning algorithms become part of a broader system and how real-world systems gain new attack surfaces and can be secured. Interned at SecLab, UC Santa Barbara, and participated in DEF CON CTF finals.
Miscellany
  • Recruiting PhD students, postdocs, and research interns in machine learning + security.