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Trusted Data - A New Framework for Identity and Data Sharing (Paperback, revised and expanded edition)
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Trusted Data - A New Framework for Identity and Data Sharing (Paperback, revised and expanded edition)
Series: MIT Connection Science & Engineering
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How to create an Internet of Trusted Data in which insights from
data can be extracted without collecting, holding, or revealing the
underlying data. Trusted Data describes a data architecture that
places humans and their societal values at the center of the
discussion. By involving people from all parts of the ecosystem of
information, this new approach allows us to realize the benefits of
data-driven algorithmic decision making while minimizing the risks
and unintended consequences. It proposes a software architecture
and legal framework for an Internet of Trusted Data that provides
safe, secure access for everyone and protects against bias,
unfairness, and other unintended effects. This approach addresses
issues of data privacy, security, ownership, and trust by allowing
insights to be extracted from data held by different people,
companies, or governments without collecting, holding, or revealing
the underlying data. The software architecture, called Open
Algorithms, or OPAL, sends algorithms to databases rather than
copying or sharing data. The data is protected by existing
firewalls; only encrypted results are shared. Data never leaves its
repository. A higher security architecture, ENIGMA, built on OPAL,
is fully encrypted. Contributors Michiel Bakker, Yves-Alexandre de
Montjoye, Daniel Greenwood, Thomas Hardjoni, Jake Kendall, Cameron
Kerry, Bruno Lepri, Alexander Lipton, Takeo Nishikata, Alejandro
Noriega-Campero, Nuria Oliver, Alex Pentland, David L. Shrier,
Jacopo Staiano, Guy Zyskind An MIT Connection Science and
Engineering Book
General
Imprint: |
MIT Press
|
Country of origin: |
United States |
Series: |
MIT Connection Science & Engineering |
Release date: |
October 2019 |
First published: |
2019 |
Editors: |
Thomas Hardjono
(Technical Director at MIT Internet Trust Consortium)
• David L. Shrier
(Managing Director)
• Alex Pentland
(Toshiba Professor of Media, Arts, and Sciences)
|
Dimensions: |
203 x 137 x 24mm (L x W x T) |
Format: |
Paperback - Trade
|
Pages: |
400 |
Edition: |
revised and expanded edition |
ISBN-13: |
978-0-262-04321-2 |
Categories: |
Books >
Business & Economics >
General
Books >
Computing & IT >
General
|
LSN: |
0-262-04321-1 |
Barcode: |
9780262043212 |
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