Franziska Boenisch

When the Curious Abandon Honesty: Federated Learning Is Not Private

Franziska Boenisch, Adam Dziedzic, Roei Schuster et al. · 2023 · 110 citations

Tracking All Members of a Honey Bee Colony Over Their Lifetime Using Learned Models of Correspondence

Franziska Boenisch, Benjamin Rosemann, Benjamin Wild et al. · Frontiers in Robotics and AI · 2018 · 57 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Reconstructing Individual Data Points in Federated Learning Hardened with Differential Privacy and Secure Aggregation

Franziska Boenisch, Adam Dziedzic, Roei Schuster et al. · 2023 · 25 citations

When the Curious Abandon Honesty: Federated Learning Is Not Private

Franziska Boenisch, Adam Dziedzic, Roei Schuster et al. · arXiv (Cornell University) · 2021 · 24 citations · Full text

Engineering, Machine Learning, Information Security +24

“I Never Thought About Securing My Machine Learning Systems”: A Study of Security and Privacy Awareness of Machine Learning Practitioners

Franziska Boenisch, Verena Battis, Nicolas Buchmann et al. · 2021 · 14 citations

Artificial Intelligence, Privacy Protection, Engineering +21