This book presents a comprehensive approach to protecting sensitive
information when large data collections are released by their
owners. It addresses three key requirements of data privacy: the
protection of data explicitly released, the protection of
information not explicitly released but potentially vulnerable due
to a release of other data, and the enforcement of owner-defined
access restrictions to the released data. It is also the first book
with a complete examination of how to enforce dynamic read and
write access authorizations on released data, applicable to the
emerging data outsourcing and cloud computing situations. Private
companies, public organizations and final users are releasing,
sharing, and disseminating their data to take reciprocal advantage
of the great benefits of making their data available to others.
This book weighs these benefits against the potential privacy
risks. A detailed analysis of recent techniques for privacy
protection in data release and case studies illustrate crucial
scenarios. Protecting Privacy in Data Release targets researchers,
professionals and government employees working in security and
privacy. Advanced-level students in computer science and electrical
engineering will also find this book useful as a secondary text or
reference.
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