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2020 – today
- 2025
[j3]Daniel Günther
, Marco Holz, Benjamin Judkewitz, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh:
Privacy-Preserving Epidemiological Modeling on Mobile Graphs. IEEE Trans. Inf. Forensics Secur. 20: 3088-3101 (2025)- 2024
- [c9]Hannah Keller, Helen Möllering, Thomas Schneider, Oleksandr Tkachenko, Liang Zhao:
Secure Noise Sampling for DP in MPC with Finite Precision. ARES 2024: 25:1-25:12 - [c8]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: 490-511 - [c7]Qi Pang, Jinhao Zhu, Helen Möllering, Wenting Zheng, Thomas Schneider:
BOLT: Privacy-Preserving, Accurate and Efficient Inference for Transformers. SP 2024: 4753-4771 - 2023
- [b1]Helen Möllering:
Towards Practical Privacy-Preserving Clustering and Health Care Data Analyses. Technical University of Darmstadt, Germany, 2023 - [i14]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: 652 (2023) - [i13]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: 1594 (2023) - [i12]Qi Pang, Jinhao Zhu, Helen Möllering, Wenting Zheng, Thomas Schneider:
BOLT: Privacy-Preserving, Accurate and Efficient Inference for Transformers. IACR Cryptol. ePrint Arch. 2023: 1893 (2023) - 2022
- [j2]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): 253 (2022) - [c6]Daniel Günther, Marco Holz, Benjamin Judkewitz, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh:
Poster: Privacy-Preserving Epidemiological Modeling on Mobile Graphs. CCS 2022: 3351-3353 - [c5]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: 1415-1432 - [i11]Timm Birka, Kay Hamacher, Tobias Kussel, Helen Möllering, Thomas Schneider:
SPIKE: Secure and Private Investigation of the Kidney Exchange problem. CoRR abs/2204.09937 (2022) - [i10]Daniel Günther, Marco Holz, Benjamin Judkewitz, Helen Möllering, Benny Pinkas, Thomas Schneider, Ajith Suresh:
Privacy-Preserving Epidemiological Modeling on Mobile Graphs. CoRR abs/2206.00539 (2022) - [i9]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 abs/2210.07376 (2022) - 2021
- [j1]Aditya Hegde, Helen Möllering, Thomas Schneider, Hossein Yalame:
SoK: Efficient Privacy-preserving Clustering. Proc. Priv. Enhancing Technol. 2021(4): 225-248 (2021) - [c4]Beyza Bozdemir, Sébastien Canard, Orhan Ermis, Helen Möllering, Melek Önen, Thomas Schneider:
Privacy-preserving Density-based Clustering. AsiaCCS 2021: 658-671 - [c3]Sébastien Andreina, Giorgia Azzurra Marson, Helen Möllering, Ghassan Karame:
BaFFLe: Backdoor Detection via Feedback-based Federated Learning. ICDCS 2021: 852-863 - [c2]Hannah Keller, Helen Möllering, Thomas Schneider, Hossein Yalame:
Balancing Quality and Efficiency in Private Clustering with Affinity Propagation. SECRYPT 2021: 173-184 - [c1]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: 56-62 - [i8]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 abs/2101.02281 (2021) - [i7]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: 25 (2021) - [i6]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: 386 (2021) - [i5]Beyza Bozdemir, Sébastien Canard, Orhan Ermis, Helen Möllering, Melek Önen, Thomas Schneider:
Privacy-preserving Density-based Clustering. IACR Cryptol. ePrint Arch. 2021: 612 (2021) - [i4]Aditya Hegde, Helen Möllering, Thomas Schneider, Hossein Yalame:
SoK: Efficient Privacy-preserving Clustering. IACR Cryptol. ePrint Arch. 2021: 809 (2021) - [i3]Hannah Keller, Helen Möllering, Thomas Schneider, Hossein Yalame:
Balancing Quality and Efficiency in Private Clustering with Affinity Propagation. IACR Cryptol. ePrint Arch. 2021: 825 (2021) - 2020
- [i2]Sébastien Andreina, Giorgia Azzurra Marson, Helen Möllering, Ghassan Karame:
BaFFLe: Backdoor detection via Feedback-based Federated Learning. CoRR abs/2011.02167 (2020) - [i1]Marco Holz, Benjamin Judkewitz, Helen Möllering, Benny Pinkas, Thomas Schneider:
PEM: Privacy-preserving Epidemiological Modeling. IACR Cryptol. ePrint Arch. 2020: 1546 (2020)
Coauthor Index
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