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This book introduces the fundamental concepts of homomorphic
encryption. From these foundations, applications are developed in
the fields of private information retrieval, private searching on
streaming data, privacy-preserving data mining, electronic voting
and cloud computing. The content is presented in an instructional
and practical style, with concrete examples to enhance the reader's
understanding. This volume achieves a balance between the
theoretical and the practical components of modern information
security. Readers will learn key principles of homomorphic
encryption as well as their application in solving real world
problems.
This book deals with Private Information Retrieval (PIR), a
technique allowing a user to retrieve an element from a server in
possession of a database without revealing to the server which
element is retrieved. PIR has been widely applied to protect the
privacy of the user in querying a service provider on the Internet.
For example, by PIR, one can query a location-based service
provider about the nearest car park without revealing his location
to the server. The first PIR approach was introduced by Chor,
Goldreich, Kushilevitz and Sudan in 1995 in a multi-server setting,
where the user retrieves information from multiple database
servers, each of which has a copy of the same database. To ensure
user privacy in the multi-server setting, the servers must be
trusted not to collude. In 1997, Kushilevitz and Ostrovsky
constructed the first single-database PIR. Since then, many
efficient PIR solutions have been discovered. Beginning with a
thorough survey of single-database PIR techniques, this text
focuses on the latest technologies and applications in the field of
PIR. The main categories are illustrated with recently proposed
PIR-based solutions by the authors. Because of the latest treatment
of the topic, this text will be highly beneficial to researchers
and industry professionals in information security and privacy.
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