What to Consider When Considering Differential Privacy for Policy
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | , |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
| _version_ | 1866929503524093952 |
|---|---|
| author | Nanayakkara, Priyanka Hullman, Jessica |
| author_facet | Nanayakkara, Priyanka Hullman, Jessica |
| contents | Differential privacy (DP) is a mathematical definition of privacy that can be widely applied when publishing data. DP has been recognized as a potential means of adhering to various privacy-related legal requirements. However, it can be difficult to reason about whether DP may be appropriate for a given context due to tensions that arise when it is brought from theory into practice. To aid policymaking around privacy concerns, we identify three categories of challenges to understanding DP along with associated questions that policymakers can ask about the potential deployment context to anticipate its impacts. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2409_11680 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | What to Consider When Considering Differential Privacy for Policy Nanayakkara, Priyanka Hullman, Jessica Computers and Society Cryptography and Security Differential privacy (DP) is a mathematical definition of privacy that can be widely applied when publishing data. DP has been recognized as a potential means of adhering to various privacy-related legal requirements. However, it can be difficult to reason about whether DP may be appropriate for a given context due to tensions that arise when it is brought from theory into practice. To aid policymaking around privacy concerns, we identify three categories of challenges to understanding DP along with associated questions that policymakers can ask about the potential deployment context to anticipate its impacts. |
| title | What to Consider When Considering Differential Privacy for Policy |
| topic | Computers and Society Cryptography and Security |
| url | https://arxiv.org/abs/2409.11680 |