Helen Möllering

According to our database, Helen Möllering authored at least 16 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Privacy-Preserving Epidemiological Modeling on Mobile Graphs.

Daniel Günther, Marco Holz, Benjamin Judkewitz, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh

IEEE Trans. Inf. Forensics Secur., 2025

2024

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

Qi Pang, Jinhao Zhu, Helen Möllering, Wenting Zheng, Thomas Schneider

Proceedings of the IEEE Symposium on Security and Privacy, 2024

ScionFL: Efficient and Robust Secure Quantized Aggregation.

Yaniv Ben-Itzhak, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh, Oleksandr Tkachenko, Shay Vargaftik, Christian Weinert, Hossein Yalame, Avishay Yanai

Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024

Secure Noise Sampling for DP in MPC with Finite Precision.

Hannah Keller, Helen Möllering, Thomas Schneider, Oleksandr Tkachenko, Liang Zhao

Proceedings of the 19th International Conference on Availability, Reliability and Security, 2024

2023

Towards Practical Privacy-Preserving Clustering and Health Care Data Analyses.

Helen Möllering

PhD thesis, 2023

2022

SPIKE: secure and private investigation of the kidney exchange problem.

Timm Birka, Kay Hamacher, Tobias Kussel, Helen Möllering, Thomas Schneider

BMC Medical Informatics Decis. Mak., 2022

ScionFL: Secure Quantized Aggregation for Federated Learning.

Yaniv Ben-Itzhak, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh, Oleksandr Tkachenko, Shay Vargaftik, Christian Weinert, Hossein Yalame, Avishay Yanai

CoRR, 2022

FLAME: Taming Backdoors in Federated Learning.

Thien Duc Nguyen, Phillip Rieger, Huili Chen, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Shaza Zeitouni, Farinaz Koushanfar, Ahmad-Reza Sadeghi, Thomas Schneider

Proceedings of the 31st USENIX Security Symposium, 2022

Poster: Privacy-Preserving Epidemiological Modeling on Mobile Graphs.

Daniel Günther, Marco Holz, Benjamin Judkewitz, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2021

FLGUARD: Secure and Private Federated Learning.

Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni

IACR Cryptol. ePrint Arch., 2021

SoK: Efficient Privacy-preserving Clustering.

Aditya Hegde, Helen Möllering, Thomas Schneider, Hossein Yalame

IACR Cryptol. ePrint Arch., 2021

SAFELearn: Secure Aggregation for private FEderated Learning.

Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni

Proceedings of the IEEE Security and Privacy Workshops, 2021

Balancing Quality and Efficiency in Private Clustering with Affinity Propagation.

Hannah Keller, Helen Möllering, Thomas Schneider, Hossein Yalame

Proceedings of the 18th International Conference on Security and Cryptography, 2021

BaFFLe: Backdoor Detection via Feedback-based Federated Learning.

Sébastien Andreina, Giorgia Azzurra Marson, Helen Möllering, Ghassan Karame

Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

Privacy-preserving Density-based Clustering.

Beyza Bozdemir, Sébastien Canard, Orhan Ermis, Helen Möllering, Melek Önen, Thomas Schneider

Proceedings of the ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, 2021

2020

PEM: Privacy-preserving Epidemiological Modeling.

Marco Holz, Benjamin Judkewitz, Helen Möllering, Benny Pinkas, Thomas Schneider

IACR Cryptol. ePrint Arch., 2020