Programming Frameworks for Differential Privacy
Fuente:
arXiv
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| Autori principali: | , , |
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| _version_ | 1866913268975534080 |
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| author | Gaboardi, Marco Hay, Michael Vadhan, Salil |
| author_facet | Gaboardi, Marco Hay, Michael Vadhan, Salil |
| contents | Many programming frameworks have been introduced to support the development of differentially private software applications. In this chapter, we survey some of the conceptual ideas underlying these frameworks in a way that we hope will be helpful for both practitioners and researchers. For practitioners, the survey can provide a starting point for understanding what features may be valuable when selecting a programming framework. For researchers, it can help organize existing work in a unified way and provide context for understanding new features in future frameworks. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2403_11088 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Programming Frameworks for Differential Privacy Gaboardi, Marco Hay, Michael Vadhan, Salil Cryptography and Security Databases Programming Languages Many programming frameworks have been introduced to support the development of differentially private software applications. In this chapter, we survey some of the conceptual ideas underlying these frameworks in a way that we hope will be helpful for both practitioners and researchers. For practitioners, the survey can provide a starting point for understanding what features may be valuable when selecting a programming framework. For researchers, it can help organize existing work in a unified way and provide context for understanding new features in future frameworks. |
| title | Programming Frameworks for Differential Privacy |
| topic | Cryptography and Security Databases Programming Languages |
| url | https://arxiv.org/abs/2403.11088 |