Privacy-aware eye tracking using differential privacy. - Julian Steil; Inken Hagestedt; Michael Xuelin Huang; Andreas Bulling (ETRA, 2019)

MBeacon: Privacy-Preserving Beacons for DNA Methylation Data. - Inken Hagestedt; Yang Zhang 016; Mathias Humbert; Pascal Berrang; Haixu Tang; XiaoFeng Wang 001; Michael Backes 001 (NDSS, 2019)

Adversarial Attacks on Classifiers for Eye-based User Modelling. - Inken Hagestedt; Michael Backes 001; Andreas Bulling (ETRA Adjunct, 2020)

Membership Inference Against DNA Methylation Databases. - Inken Hagestedt; Mathias Humbert; Pascal Berrang; Irina Lehmann; Roland Eils; Michael Backes 001; Yang Zhang 016 (EuroS&P, 2020)

Health privacy: methods for privacy-preserving data sharing of methylation, microbiome and eye tracking data. - Inken Hagestedt (2021)

Privacy-Aware Eye Tracking: Challenges and Future Directions. - Céline Gressel; Rebekah Overdorf; Inken Hagestedt; Murat Karaboga; Helmut Lurtz; Michael Raschke; Andreas Bulling (IEEE Pervasive Comput., 2023)

Toward a tipping point in federated learning in healthcare and life sciences. - Inken Hagestedt; Ian Hales; Eric Boernert; Holger R. Roth; Michael A. Hoeh; Robin Roehm; Ellie Dobson; José Tomás Prieto (Patterns, 2024)