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Vantage6
An open-source platform for supporting the development of federated learning projects
- federated learning
- healthcare
- privacy preserving analysis
- + 1
- Python
- TypeScript
- HTML
- + 6
11
56
PETsChallenge
Code underlying: Privacy-Preserving Membership Queries for Federated Anomaly Detection
- Anomaly detection
- cryptography
- elliptic curves
- + 4
- Rust
- Markdown
- Python
- + 4
8
1
Verticox+
Verticox+ is a Cox proportional hazards algorithm for vertically distributed data. The solution is based on the Verticox algorithm from Dai et al., 2022. It has been adapted to be used within the Vantage6 framework.
- federated learning
- Java
- privacy preservation
- + 3
- Jupyter Notebook
- Python
- Java
- + 4
2
0