Dataset underlying the publication: Topology-Based Reconstruction Prevention for Decentralised Learning

MATLAB code to reproduce results presented in the paper "Topology-Based Reconstruction Prevention for Decentralised Learning".This repository contains the source code of two experiments:* `FeasibilitySim.zip` contains the source code of the experiments from Section 4. Its main script is `F...

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Bibliographische Detailangaben
Hauptverfasser:	Dekker, Florine, Erkin, Zekeriya, Conti, Mauro
Format:	Dataset
Sprache:	eng
Schlagworte:	Artificial Intelligence and Image Processing composability Distributed Computing federated learning FOS: Computer and information sciences graph theory Information and Computing Sciences multi-party computation Other Information and Computing Sciences reconstruction attack statistical disclosure
Online-Zugang:	Volltext bestellen
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Beschreibung
Zusammenfassung:	MATLAB code to reproduce results presented in the paper "Topology-Based Reconstruction Prevention for Decentralised Learning".This repository contains the source code of two experiments:* `FeasibilitySim.zip` contains the source code of the experiments from Section 4. Its main script is `FeasibilitySim.m`.* `PerformanceSim.zip` contains the source code of the experiments from Section 5.5. Its main script is `PerformanceSim.m`.The main scripts in the respective archives contain more detailed usage instructions.
DOI:	10.4121/21572601