Helen Möllering

FLGUARD: Secure and Private Federated Learning

Thien Duc Nguyen, Phillip Rieger, Hossein Yalame et al. · TUbilio (Technical University of Darmstadt) · 2021 · 48 citations · Full text

Engineering, Machine Learning, Evasion Technique +19

BOLT: Privacy-Preserving, Accurate and Efficient Inference for Transformers

Qi Pang, Jinhao Zhu, Helen Möllering et al. · 2024 · 43 citations

Privacy-preserving Density-based Clustering

Beyza Bozdemir, Sébastien Canard, Orhan Ermiş et al. · 2021 · 32 citations

Cluster Computing, Privacy Protection, Engineering +20

SoK: Efficient Privacy-preserving Clustering

Aditya Hegde, Helen Möllering, Thomas Schneider et al. · Proceedings on Privacy Enhancing Technologies · 2021 · 25 citations · Full text

Cluster Computing, Privacy Protection, Engineering +23

BaFFLe: Backdoor Detection via Feedback-based Federated Learning

Sébastien Andreina, Giorgia Azzurra Marson, Helen Möllering et al. · 2021 · 20 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18