The paper presents Diffprivlib as the first unifying open-source Python library implementing differential privacy mechanisms and applications for data analytics and machine learning.
J., /a.sc/n.sc/d.sc M/a.sc/s.sc/o.sc/n.sc, O.Differential privacy in metric spaces: Numerical, categorical and functional data under the one roof
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Diffprivlib: The IBM Differential Privacy Library
The paper presents Diffprivlib as the first unifying open-source Python library implementing differential privacy mechanisms and applications for data analytics and machine learning.