Programming Frameworks for Differential Privacy
<|reference_start|>Programming Frameworks for Differential Privacy: 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.<|reference_end|>
@article{gaboardi2024programming,
    title={Programming Frameworks for Differential Privacy},
    author={Marco Gaboardi and Michael Hay and Salil Vadhan},
    journal={arXiv preprint arXiv:2403.11088},
    year={2024},
    archivePrefix={arXiv},
    eprint={2403.11088},
    primaryClass={cs.CR cs.DB cs.PL}
}