The paper presents Diffprivlib as the first unifying open-source Python library implementing differential privacy mechanisms and applications for data analytics and machine learning.
In Foundations of Computer Science
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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.