Helen Möllering

27 papers A* 3A 2B 1C 1Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Privacy-Preserving Epidemiological Modeling on Mobile Graphs.
IEEE Trans. Inf. Forensics Secur.
Daniel Günther, Marco Holz, Benjamin Judkewitz, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh
2024 A* conf
BOLT: Privacy-Preserving, Accurate and Efficient Inference for Transformers.
SP
Qi Pang, Jinhao Zhu, Helen Möllering, Wenting Zheng, Thomas Schneider
2024 — conf
ScionFL: Efficient and Robust Secure Quantized Aggregation.
SaTML
Yaniv Ben-Itzhak, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh, Oleksandr Tkachenko, Shay Vargaftik, Christian Weinert, Hossein Yalame, Avishay Yanai
2024 B conf
Secure Noise Sampling for DP in MPC with Finite Precision.
ARES
Hannah Keller, Helen Möllering, Thomas Schneider, Oleksandr Tkachenko, Liang Zhao
2023 J jnl
BOLT: Privacy-Preserving, Accurate and Efficient Inference for Transformers.
IACR Cryptol. ePrint Arch.
Qi Pang, Jinhao Zhu, Helen Möllering, Wenting Zheng, Thomas Schneider
2023 J jnl
ScionFL: Efficient and Robust Secure Quantized Aggregation.
IACR Cryptol. ePrint Arch.
Yaniv Ben-Itzhak, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh, Oleksandr Tkachenko, Shay Vargaftik, Christian Weinert, Hossein Yalame, Avishay Yanai
2023 J jnl
Secure Noise Sampling for DP in MPC with Finite Precision.
IACR Cryptol. ePrint Arch.
Hannah Keller, Helen Möllering, Thomas Schneider, Oleksandr Tkachenko, Liang Zhao
2023 — —
Towards Practical Privacy-Preserving Clustering and Health Care Data Analyses.
Helen Möllering
2022 A* conf
FLAME: Taming Backdoors in Federated Learning.
USENIX Security Symposium
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
2022 A* conf
Poster: Privacy-Preserving Epidemiological Modeling on Mobile Graphs.
CCS
Daniel Günther, Marco Holz, Benjamin Judkewitz, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh
2022 J jnl
Privacy-Preserving Epidemiological Modeling on Mobile Graphs.
CoRR
Daniel Günther, Marco Holz, Benjamin Judkewitz, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh
2022 J jnl
SPIKE: Secure and Private Investigation of the Kidney Exchange problem.
CoRR
Timm Birka, Kay Hamacher, Tobias Kussel, Helen Möllering, Thomas Schneider
2022 J jnl
SPIKE: secure and private investigation of the kidney exchange problem.
BMC Medical Informatics Decis. Mak.
Timm Birka, Kay Hamacher, Tobias Kussel, Helen Möllering, Thomas Schneider
2022 J jnl
ScionFL: Secure Quantized Aggregation for Federated Learning.
CoRR
Yaniv Ben-Itzhak, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh, Oleksandr Tkachenko, Shay Vargaftik, Christian Weinert, Hossein Yalame, Avishay Yanai
2021 A conf
BaFFLe: Backdoor Detection via Feedback-based Federated Learning.
ICDCS
Sébastien Andreina, Giorgia Azzurra Marson, Helen Möllering, Ghassan Karame
2021 C conf
Balancing Quality and Efficiency in Private Clustering with Affinity Propagation.
SECRYPT
Hannah Keller, Helen Möllering, Thomas Schneider, Hossein Yalame
2021 J jnl
Balancing Quality and Efficiency in Private Clustering with Affinity Propagation.
IACR Cryptol. ePrint Arch.
Hannah Keller, Helen Möllering, Thomas Schneider, Hossein Yalame
2021 J jnl
FLGUARD: Secure and Private Federated Learning.
CoRR
Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
2021 J jnl
FLGUARD: Secure and Private Federated Learning.
IACR Cryptol. ePrint Arch.
Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
2021 A conf
Privacy-preserving Density-based Clustering.
AsiaCCS
Beyza Bozdemir, Sébastien Canard, Orhan Ermis, Helen Möllering, Melek Önen, Thomas Schneider
2021 J jnl
Privacy-preserving Density-based Clustering.
IACR Cryptol. ePrint Arch.
Beyza Bozdemir, Sébastien Canard, Orhan Ermis, Helen Möllering, Melek Önen, Thomas Schneider
2021 — conf
SAFELearn: Secure Aggregation for private FEderated Learning.
SP (Workshops)
Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni
2021 J jnl
SAFELearn: Secure Aggregation for private FEderated Learning.
IACR Cryptol. ePrint Arch.
Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni
2021 J jnl
SoK: Efficient Privacy-preserving Clustering.
IACR Cryptol. ePrint Arch.
Aditya Hegde, Helen Möllering, Thomas Schneider, Hossein Yalame
2021 J jnl
SoK: Efficient Privacy-preserving Clustering.
Proc. Priv. Enhancing Technol.
Aditya Hegde, Helen Möllering, Thomas Schneider, Hossein Yalame
2020 J jnl
BaFFLe: Backdoor detection via Feedback-based Federated Learning.
CoRR
Sébastien Andreina, Giorgia Azzurra Marson, Helen Möllering, Ghassan Karame
2020 J jnl
PEM: Privacy-preserving Epidemiological Modeling.
IACR Cryptol. ePrint Arch.
Marco Holz, Benjamin Judkewitz, Helen Möllering, Benny Pinkas, Thomas Schneider