Fostering trustworthy data sharing: Establishing data foundations in practice
نویسندگان
چکیده
Abstract Independent data stewardship remains a core component of good governance practice. Yet, there is need for more robust independent models that are able to oversee data-driven, multi-party sharing, usage and re-usage, which can better incorporate citizen representation, especially in relation personal data. We propose foundations—inspired by Channel Islands’ foundations laws—provide workable model not only the Islands, but also elsewhere. A key advantage this model—in addition leveraging existing legislation building on established precedent—is statutory role guardian unique requirement when interpreted provides steward. The principal purpose paper, therefore, demonstrate why well suited needs sharing initiatives. further examine how could be practice—and provide design principles should used guide development any foundation.
منابع مشابه
ASTRO: Autonomous and Trustworthy Data Sharing
We present ASTRO, a Byzantine fault tolerant data sharing service for mobile computing environments. ASTRO is the first system to support disconnected operation and opportunistic data sharing among potentially Byzantine nodes while continuing to provide precise and useful consistency guarantees to correct nodes. Specifically, ASTRO supports fork-causal consistency, a new consistency semantics t...
متن کاملEstablishing Trustworthy Repositories of Scientific Data: Opportunities and Benefits
• Improve and build on the efforts of others • Enables the use of scientific data • Enables and promotes scientific progress • Raises the bar for standards of practice • Supports research, educational, and decision making objectives • New areas of study • Provides unique services for targeted disciplines Opportunities to: • Recruit • pursuit of previously unapproachable research questions • pre...
متن کاملpattern recognition in maintenance data using methodologies data minitng (cade study isfahan regional power electric company)
فعالیت های نگهداری و تعمیرات اطلاعاتی را تولید می کند که می تواند در تعیین زمان های بیکاری و ارایه یک برنامه زمان بندی شده یا تعیین هشدارهای خرابی به پرسنل نگهداری و تعمیرات کمک کند. وقتی که مقدار داده های تولید شده زیاد باشند، فهم بین متغیرها بسیار مشکل می شوند. این پایان نامه به کاربردی از داده کاوی برای کاوش پایگاه های داده چندبعدی در حوزه نگهداری و تعمیرات، برای پیدا کردن خرابی هایی که موجب...
15 صفحه اولVC3: Trustworthy Data Analytics in the Cloud
We present VC3, the first system that allows users to run distributed MapReduce computations in the cloud while keeping their code and data secret, and ensuring the correctness and completeness of their results. VC3 runs on unmodified Hadoop, but crucially keeps Hadoop, the operating system and the hypervisor out of the TCB; thus, confidentiality and integrity are preserved even if these large ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Data & policy
سال: 2021
ISSN: ['2632-3249']
DOI: https://doi.org/10.1017/dap.2020.24