Helen Möllering

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 24

Top Topics

Privacy Preservation

Affinity Propagation

Vertically Partitioned Data

Efficient Inference

Top Venues

IACR Cryptol. ePrint Arch.

BMC Medical Informatics Decis. Mak.

Publications

Yaniv Ben-Itzhak, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh, Oleksandr Tkachenko, Shay Vargaftik, Christian Weinert, Hossein Yalame, Avishay Yanai
ScionFL: Efficient and Robust Secure Quantized Aggregation. SaTML (2024)
Hannah Keller, Helen Möllering, Thomas Schneider, Oleksandr Tkachenko, Liang Zhao
Secure Noise Sampling for DP in MPC with Finite Precision. ARES (2024)
Yaniv Ben-Itzhak, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh, Oleksandr Tkachenko, Shay Vargaftik, Christian Weinert, Hossein Yalame, Avishay Yanai
ScionFL: Efficient and Robust Secure Quantized Aggregation. IACR Cryptol. ePrint Arch. 2023 (2023)
Hannah Keller, Helen Möllering, Thomas Schneider, Oleksandr Tkachenko, Liang Zhao
Secure Noise Sampling for DP in MPC with Finite Precision. IACR Cryptol. ePrint Arch. 2023 (2023)
Qi Pang, Jinhao Zhu, Helen Möllering, Wenting Zheng, Thomas Schneider
BOLT: Privacy-Preserving, Accurate and Efficient Inference for Transformers. IACR Cryptol. ePrint Arch. 2023 (2023)
Timm Birka, Kay Hamacher, Tobias Kussel, Helen Möllering, Thomas Schneider
SPIKE: Secure and Private Investigation of the Kidney Exchange problem. CoRR (2022)
Timm Birka, Kay Hamacher, Tobias Kussel, Helen Möllering, Thomas Schneider
SPIKE: secure and private investigation of the kidney exchange problem. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
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
FLAME: Taming Backdoors in Federated Learning. USENIX Security Symposium (2022)
Daniel Günther, Marco Holz, Benjamin Judkewitz, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh
Poster: Privacy-Preserving Epidemiological Modeling on Mobile Graphs. CCS (2022)
Daniel Günther, Marco Holz, Benjamin Judkewitz, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh
Privacy-Preserving Epidemiological Modeling on Mobile Graphs. CoRR (2022)
Yaniv Ben-Itzhak, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh, Oleksandr Tkachenko, Shay Vargaftik, Christian Weinert, Hossein Yalame, Avishay Yanai
ScionFL: Secure Quantized Aggregation for Federated Learning. CoRR (2022)
Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
FLGUARD: Secure and Private Federated Learning. CoRR (2021)
Hannah Keller, Helen Möllering, Thomas Schneider, Hossein Yalame
Balancing Quality and Efficiency in Private Clustering with Affinity Propagation. SECRYPT (2021)
Beyza Bozdemir, Sébastien Canard, Orhan Ermis, Helen Möllering, Melek Önen, Thomas Schneider
Privacy-preserving Density-based Clustering. IACR Cryptol. ePrint Arch. 2021 (2021)
Beyza Bozdemir, Sébastien Canard, Orhan Ermis, Helen Möllering, Melek Önen, Thomas Schneider
Privacy-preserving Density-based Clustering. AsiaCCS (2021)
Sébastien Andreina, Giorgia Azzurra Marson, Helen Möllering, Ghassan Karame
BaFFLe: Backdoor Detection via Feedback-based Federated Learning. ICDCS (2021)
Aditya Hegde, Helen Möllering, Thomas Schneider, Hossein Yalame
SoK: Efficient Privacy-preserving Clustering. IACR Cryptol. ePrint Arch. 2021 (2021)
Aditya Hegde, Helen Möllering, Thomas Schneider, Hossein Yalame
SoK: Efficient Privacy-preserving Clustering. Proc. Priv. Enhancing Technol. 2021 (4) (2021)
Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
FLGUARD: Secure and Private Federated Learning. IACR Cryptol. ePrint Arch. 2021 (2021)
Hannah Keller, Helen Möllering, Thomas Schneider, Hossein Yalame
Balancing Quality and Efficiency in Private Clustering with Affinity Propagation. IACR Cryptol. ePrint Arch. 2021 (2021)
Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni
SAFELearn: Secure Aggregation for private FEderated Learning. IACR Cryptol. ePrint Arch. 2021 (2021)
Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni
SAFELearn: Secure Aggregation for private FEderated Learning. SP Workshops (2021)
Marco Holz, Benjamin Judkewitz, Helen Möllering, Benny Pinkas, Thomas Schneider
PEM: Privacy-preserving Epidemiological Modeling. IACR Cryptol. ePrint Arch. 2020 (2020)
Sébastien Andreina, Giorgia Azzurra Marson, Helen Möllering, Ghassan Karame
BaFFLe: Backdoor detection via Feedback-based Federated Learning. CoRR (2020)