A Unified Interpretation of the Gaussian Mechanism for Differential Privacy Through the Sensitivity Index
The Gaussian mechanism (GM) represents a universally employed tool for achieving differential privacy (DP), and a large body of work has been devoted to its analysis. We argue that the three prevailing interpretations of the GM, namely epsilon/delta-DP, f-DP and Rényi DP can be expressed by using a...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Labor Dynamics Institute
2022-07-01
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| Series: | The Journal of Privacy and Confidentiality |
| Subjects: | |
| Online Access: | https://journalprivacyconfidentiality.org/index.php/jpc/article/view/807 |