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.