no code implementations • 19 Oct 2022 • Julian Todt, Simon Hanisch, Thorsten Strufe
To mitigate this privacy risk, anonymization techniques employ transformations on clear data to obfuscate sensitive information, all while retaining some utility of the data.
no code implementations • 8 Mar 2022 • Simon Hanisch, Evelyn Muschter, Admantini Hatzipanayioti, Shu-Chen Li, Thorsten Strufe
Gait recognition is the process of identifying humans from their bipedal locomotion such as walking or running.
1 code implementation • 4 Mar 2021 • Dominik Wunderlich, Daniel Bernau, Francesco Aldà, Javier Parra-Arnau, Thorsten Strufe
This work investigates the privacy-utility trade-off in hierarchical text classification with differential privacy guarantees, and identifies neural network architectures that offer superior trade-offs.
no code implementations • 19 Jun 2017 • Jan Reubold, Thorsten Strufe, Ulf Brefeld
We propose a Bayesian nonparametric mixture model for prediction- and information extraction tasks with an efficient inference scheme.