SoftwareApplication
name: ProbabilisticValidation
description: Source code underlying the publication: Privacy-Preserving Data Aggregation with Probabilistic Range Validation
description: MATLAB code to reproduce results presented in the paper "Privacy-Preserving Data Aggregation with Probabilistic Range Validation". The source code is available as a git repository. The source code was published by the paper's authors several years after the paper was published. Git repository Relevant code is stored in the src directory. Measures and visualises various metrics shown in the paper. The settings in the various scripts correspond exactly to those used to achieve the results in the paper. The code is fully deterministic and gives the exact same results each time. Unfortunately, Figure 6 in the paper was generated with a version of this code in which the seed for the random number generator was not configured correctly, and as a result Figure 6 cannot be recreated exactly. However, the outputs of the scripts in the repository are not significantly different from the published Figure 6, and do not undermine or alter the conclusions in any significant way. See ARTIFACT-EVALUATION.md in the root folder for detailed end-user instructions.
code repository: https://data.4tu.nl/v3/datasets/8403bde5-f0cd-4cb3-a30f-d0365df23318.git
author: https://orcid.org/0000-0002-0506-7365
author: https://orcid.org/0000-0001-8932-4703
keywords: range validation
keywords: secure summation
keywords: secure multi-party computation
keywords: privacy-preserving summation
programming language: Markdown
programming language: Matlab
license:
  creative work: creativeWork
    name: CC-BY-SA-4.0
reference publication: 978-3-030-78375-4 4

https://orcid.org/0000-0002-0506-7365
type: Person
given name: Florine
family name: Dekker
name: Florine Dekker

https://orcid.org/0000-0001-8932-4703
type: Person
given name: Zekeriya
family name: Erkin
name: Zekeriya Erkin

978-3-030-78375-4 4
type: ScholarlyArticle
name: Privacy-Preserving Data Aggregation with Probabilistic Range Validation
pagination: 79-98
url: https://doi.org/10.1007%2F978-3-030-78375-4_4