TY - DATA
T1 - Source code underlying the publication: Privacy-Preserving Data Aggregation with Probabilistic Range Validation
PY - 2025/05/15
AU - Florine Dekker
AU - Zekeriya Erkin
UR - 
DO - 10.4121/b9db276f-5522-4986-9d98-e9710134fd71.v1
KW - secure multi-party computation
KW - secure summation
KW - privacy-preserving summation
KW - range validation
N2 - <p>MATLAB code to reproduce results presented in the paper "Privacy-Preserving Data Aggregation with Probabilistic Range Validation".</p><p><br></p><p>The source code is available as a git repository.</p><p><br></p><p>The source code was published by the paper's authors several years after the paper was published.</p><p><br></p><p><strong>Git repository</strong></p><p>Relevant code is stored in the <code>src</code> directory.</p><p><br></p><p>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.</p><p><br></p><p>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.</p><p><br></p><p>See <code>ARTIFACT-EVALUATION.md</code> in the root folder for detailed end-user instructions.</p><p><br></p>
ER -