A Privacy-Preserving Ecosystem for Developing Machine Learning Algorithms Using Patient Data: Insights from the TUM.ai Makeathon
Fuente:
arXiv
Saved in:
| Main Authors: | Süwer, Simon, Mai, Mai Khanh, Klein, Christoph, Götzenberger, Nicola, Dalić, Denis, Maier, Andreas, Baumbach, Jan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Privacy-Preserving Machine Learning Framework for Edge Intelligence: An Empirical Analysis
by: Trieu, Quoc Lap, et al.
Published: (2026)
by: Trieu, Quoc Lap, et al.
Published: (2026)
On Fault Tolerance of Data Storage Systems: A Holistic Perspective
by: Zheng, Mai, et al.
Published: (2025)
by: Zheng, Mai, et al.
Published: (2025)
Privacy-Preserving and Trustworthy Localization in an IoT Environment
by: Zocca, Guglielmo, et al.
Published: (2024)
by: Zocca, Guglielmo, et al.
Published: (2024)
Privacy-Preserving Federated Heavy Hitter Analytics for Non-IID Data
by: Shao, Jiaqi, et al.
Published: (2023)
by: Shao, Jiaqi, et al.
Published: (2023)
Privacy-Preserving Coding Schemes for Multi-Access Distributed Computing Models
by: Sasi, Shanuja
Published: (2026)
by: Sasi, Shanuja
Published: (2026)
Privacy-Preserving Sharing of Data Analytics Runtime Metrics for Performance Modeling
by: Will, Jonathan, et al.
Published: (2024)
by: Will, Jonathan, et al.
Published: (2024)
HHEML: Hybrid Homomorphic Encryption for Privacy-Preserving Machine Learning on Edge
by: Chan, Yu Hin, et al.
Published: (2025)
by: Chan, Yu Hin, et al.
Published: (2025)
Experiences Building Enterprise-Level Privacy-Preserving Federated Learning to Power AI for Science
by: Li, Zilinghan, et al.
Published: (2025)
by: Li, Zilinghan, et al.
Published: (2025)
Privacy-Preserving and Incentive-Driven Relay-Based Framework for Cross-Domain Blockchain Interoperability
by: Moradi, Saeed, et al.
Published: (2025)
by: Moradi, Saeed, et al.
Published: (2025)
FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks
by: Ambekar, Siddharth, et al.
Published: (2024)
by: Ambekar, Siddharth, et al.
Published: (2024)
CacheFL: Privacy-Preserving and Efficient Federated Cache Model Fine-Tuning for Vision-Language Models
by: Yi, Mengjun, et al.
Published: (2025)
by: Yi, Mengjun, et al.
Published: (2025)
FAIR Ecosystems for Science at Scale
by: Wilkinson, Sean R., et al.
Published: (2025)
by: Wilkinson, Sean R., et al.
Published: (2025)
Scalable and Adaptively Secure Any-Trust Distributed Key Generation and All-hands Checkpointing
by: Feng, Hanwen, et al.
Published: (2023)
by: Feng, Hanwen, et al.
Published: (2023)
An Ecosystem of Services for FAIR Computational Workflows
by: Wilkinson, Sean R., et al.
Published: (2025)
by: Wilkinson, Sean R., et al.
Published: (2025)
Low-Cost Privacy-Preserving Decentralized Learning
by: Biswas, Sayan, et al.
Published: (2024)
by: Biswas, Sayan, et al.
Published: (2024)
Differential Privacy Preserving Distributed Quantum Computing
by: Zhong, Hui, et al.
Published: (2024)
by: Zhong, Hui, et al.
Published: (2024)
Sherpa.ai Privacy-Preserving Multi-Party Entity Alignment without Intersection Disclosure for Noisy Identifiers
by: Jimenez-Gutierrez, Daniel M., et al.
Published: (2026)
by: Jimenez-Gutierrez, Daniel M., et al.
Published: (2026)
Autonomous Dominant Resource Fairness for Blockchain Ecosystems
by: Metin, Serdar
Published: (2025)
by: Metin, Serdar
Published: (2025)
Integrating Blockchain technology within an Information Ecosystem
by: Salzano, Francesco, et al.
Published: (2024)
by: Salzano, Francesco, et al.
Published: (2024)
Navigating the Docker Ecosystem: A Comprehensive Taxonomy and Survey
by: Muzumdar, Prathamesh, et al.
Published: (2024)
by: Muzumdar, Prathamesh, et al.
Published: (2024)
Parsl+CWL: Towards Combining the Python and CWL Ecosystems
by: Karle, Nishchay, et al.
Published: (2024)
by: Karle, Nishchay, et al.
Published: (2024)
An Analytical Overview Of Virtual Machine Load Balancing Scheduling Algorithms with their Comparative Case Study
by: Vaidya, Priyank, et al.
Published: (2025)
by: Vaidya, Priyank, et al.
Published: (2025)
TokenScale: Timely and Accurate Autoscaling for Disaggregated LLM Serving with Token Velocity
by: Lai, Ruiqi, et al.
Published: (2025)
by: Lai, Ruiqi, et al.
Published: (2025)
GPU-Accelerated Distributed QAOA on Large-scale HPC Ecosystems
by: Xu, Zhihao, et al.
Published: (2025)
by: Xu, Zhihao, et al.
Published: (2025)
Head Count: Privacy-Preserving Face-Based Crowd Monitoring
by: Marzani, Fatemeh, et al.
Published: (2026)
by: Marzani, Fatemeh, et al.
Published: (2026)
DeZent: Decentralized z-Anonymity with Privacy-Preserving Coordination
by: Brunn, Carolin, et al.
Published: (2026)
by: Brunn, Carolin, et al.
Published: (2026)
Multi Armed Bandit Algorithms Based Virtual Machine Allocation Policy for Security in Multi-Tenant Distributed Systems
by: Patil, Pravin, et al.
Published: (2024)
by: Patil, Pravin, et al.
Published: (2024)
Hyperproperty-Preserving Register Specifications (Extended Version)
by: Shimon, Yoav Ben, et al.
Published: (2024)
by: Shimon, Yoav Ben, et al.
Published: (2024)
Quantum-Inspired Privacy-Preserving Federated Learning Framework for Secure Dementia Classification
by: Tanbhir, Gazi, et al.
Published: (2025)
by: Tanbhir, Gazi, et al.
Published: (2025)
FairGFL: Privacy-Preserving Fairness-Aware Federated Learning with Overlapping Subgraphs
by: Zhou, Zihao, et al.
Published: (2025)
by: Zhou, Zihao, et al.
Published: (2025)
Privacy-Preserving Data Processing in Cloud : From Homomorphic Encryption to Federated Analytics
by: Sarraf, Gaurav, et al.
Published: (2026)
by: Sarraf, Gaurav, et al.
Published: (2026)
HFIPay: Privacy-Preserving, Cross-Chain Cryptocurrency Payments to Human-Friendly Identifiers
by: Wang, Jian Sheng
Published: (2026)
by: Wang, Jian Sheng
Published: (2026)
Privacy Preserving Machine Learning Model Personalization through Federated Personalized Learning
by: Hosain, Md. Tanzib, et al.
Published: (2025)
by: Hosain, Md. Tanzib, et al.
Published: (2025)
From Centralized to Decentralized Federated Learning: Theoretical Insights, Privacy Preservation, and Robustness Challenges
by: Li, Qiongxiu, et al.
Published: (2025)
by: Li, Qiongxiu, et al.
Published: (2025)
CONFINE: Preserving Data Secrecy in Decentralized Process Mining
by: Goretti, Valerio, et al.
Published: (2024)
by: Goretti, Valerio, et al.
Published: (2024)
D-VRE: From a Jupyter-enabled Private Research Environment to Decentralized Collaborative Research Ecosystem
by: Wang, Yuandou, et al.
Published: (2024)
by: Wang, Yuandou, et al.
Published: (2024)
Exploring Fine-grained Task Parallelism on Simultaneous Multithreading Cores
by: Los, Denis, et al.
Published: (2024)
by: Los, Denis, et al.
Published: (2024)
Privacy-Preserving Federated Learning: Integrating Zero-Knowledge Proofs in Scalable Distributed Architectures
by: Gupta, Divya
Published: (2026)
by: Gupta, Divya
Published: (2026)
Advances in Privacy Preserving Federated Learning to Realize a Truly Learning Healthcare System
by: Madduri, Ravi, et al.
Published: (2024)
by: Madduri, Ravi, et al.
Published: (2024)
Privacy-Preserving Federated Learning with Consistency via Knowledge Distillation Using Conditional Generator
by: Luo, Kangyang, et al.
Published: (2024)
by: Luo, Kangyang, et al.
Published: (2024)
Similar Items
-
A Privacy-Preserving Machine Learning Framework for Edge Intelligence: An Empirical Analysis
by: Trieu, Quoc Lap, et al.
Published: (2026) -
On Fault Tolerance of Data Storage Systems: A Holistic Perspective
by: Zheng, Mai, et al.
Published: (2025) -
Privacy-Preserving and Trustworthy Localization in an IoT Environment
by: Zocca, Guglielmo, et al.
Published: (2024) -
Privacy-Preserving Federated Heavy Hitter Analytics for Non-IID Data
by: Shao, Jiaqi, et al.
Published: (2023) -
Privacy-Preserving Coding Schemes for Multi-Access Distributed Computing Models
by: Sasi, Shanuja
Published: (2026)