Helen Möllering

Orcid: 0000-0001-9371-3592

According to our database1, Helen Möllering authored at least 16 papers between 2020 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Towards Practical Privacy-Preserving Clustering and Health Care Data Analyses.
PhD thesis, 2023

BOLT: Privacy-Preserving, Accurate and Efficient Inference for Transformers.
IACR Cryptol. ePrint Arch., 2023

Secure Noise Sampling for DP in MPC with Finite Precision.
IACR Cryptol. ePrint Arch., 2023

ScionFL: Efficient and Robust Secure Quantized Aggregation.
IACR Cryptol. ePrint Arch., 2023

2022
SPIKE: secure and private investigation of the kidney exchange problem.
BMC Medical Informatics Decis. Mak., 2022

ScionFL: Secure Quantized Aggregation for Federated Learning.
CoRR, 2022

Privacy-Preserving Epidemiological Modeling on Mobile Graphs.
CoRR, 2022


Poster: Privacy-Preserving Epidemiological Modeling on Mobile Graphs.
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2021
SoK: Efficient Privacy-preserving Clustering.
Proc. Priv. Enhancing Technol., 2021

FLGUARD: Secure and Private Federated Learning.
IACR Cryptol. ePrint Arch., 2021

Balancing Quality and Efficiency in Private Clustering with Affinity Propagation.
IACR Cryptol. ePrint Arch., 2021

SAFELearn: Secure Aggregation for private FEderated Learning.
IACR Cryptol. ePrint Arch., 2021

Privacy-preserving Density-based Clustering.
IACR Cryptol. ePrint Arch., 2021

BaFFLe: Backdoor Detection via Feedback-based Federated Learning.
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

2020
PEM: Privacy-preserving Epidemiological Modeling.
IACR Cryptol. ePrint Arch., 2020


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