TY - DATA
T1 - Dataset underlying the publication: Topology-Based Reconstruction Prevention for Decentralised Learning
PY - 2023/12/18
AU - Florine W. Dekker
AU - Zekeriya Erkin
AU - Mauro Conti
UR - https://data.4tu.nl/articles/software/_/21572601
DO - 10.4121/21572601.v1
KW - multi-party computation
KW - composability
KW - statistical disclosure
KW - graph theory
KW - reconstruction attack
KW - federated learning
N2 - <p>MATLAB code to reproduce results presented in the paper "Topology-Based Reconstruction Prevention for Decentralised Learning".</p><p><br></p><p>This repository contains the source code of two experiments:</p><p>* `FeasibilitySim.zip` contains the source code of the experiments from Section 4. Its main script is `FeasibilitySim.m`.</p><p>* `PerformanceSim.zip` contains the source code of the experiments from Section 5.5. Its main script is `PerformanceSim.m`.</p><p><br></p><p>The main scripts in the respective archives contain more detailed usage instructions.</p><p><br></p>
ER -