Franziska Boenisch
Scholar

Franziska Boenisch

Google Scholar ID: jKY0y8gAAAAJ
Assistant Professor, CISPA Helmholtz Center for Information Security
privacysecuritymachine learningprivacy preserving machine learningdifferential privacy
Citations & Impact
All-time
Citations
1,317
 
H-index
17
 
i10-index
20
 
Publications
20
 
Co-authors
14
list available
Resume (English only)
Academic Achievements
  • Received an ERC Starting Grant in 2025; served as an Area Chair for ICLR 2025; named a Werner-von-Siemens-Fellow in 2025; co-organized two workshops at ICML'25; served as an Area Chair for NeurIPS 2025; three papers accepted at ICML'25 by the SprintML Lab; Distinguished Reviewer for SaTML conference for two consecutive years.
Research Experience
  • Currently a tenure-track faculty at the CISPA Helmholtz Center for Information Security. Previously, a Postdoctoral Fellow at the Vector Institute for Artificial Intelligence. Research areas include Differential Privacy, model inversion attacks, and membership inference attacks.
Education
  • PhD from Freie University Berlin and a research associate at the Fraunhofer Institute for Applied and Integrated Security (AISEC). Postdoctoral Fellow at the Vector Institute for Artificial Intelligence, supervised by Prof. Dr. Nicolas Papernot.
Background
  • Research focus: Privacy-Preserving and Trustworthy ML. Currently, a tenure-track faculty at the CISPA Helmholtz Center for Information Security, co-leading the SprintML lab for Secure, Private, Robust, Interpretable, and Trustworthy Machine Learning.
Miscellany
  • Currently hiring PhDs, Postdocs, and Research Interns.