Noisy data appears very naturally in applications where the
authentication is based on physical identifiers, such as human
beings, or physical structures, such as physical unclonable
functions. This book examines how the presence of noise has an
impact on information security, describes how it can be dealt with
and possibly used to generate an advantage over traditional
approaches, and provides a self-contained overview of the
techniques and applications of security based on noisy data.
Security with Noisy Data thoroughly covers the theory of
authentication based on noisy data and shows it in practice as a
key tool for preventing counterfeiting. Part I discusses security
primitives that allow noisy inputs, and Part II focuses on the
practical applications of the methods discussed in the first
part.
Key features:
a [ Contains algorithms to derive secure keys from noisy data,
in particular from physical unclonable functions and biometrics -
as well as the theory proving that those algorithms are secure
a [ Offers practical implementations of algorithms, including
techniques that give insight into system security
a [ Includes an overview and detailed description of new
applications made possible by using these new algorithms
a [ Discusses recent theoretical as well as application-oriented
developments in the field, combining noisy data with
cryptography
a [ Describes the foundations of the subject in a clear,
accessible and reader-friendly style
a [ Presents the principles of key establishment and multiparty
computation over noisy channels
a [ Provides a detailed overview of the building blocks of
cryptography for noisy data and explains how these techniquescan be
applied, (for example as anti-counterfeiting and key storage)
a [ Introduces privacy protected biometric systems, analyzes the
theoretical and practical properties of PUFs and discusses PUF
based systems
a [ Addresses biometrics and physical unclonable functions
extensively
This comprehensive introduction offers an excellent foundation
to graduate students and researchers entering the field, and will
also benefit professionals needing to expand their knowledge.
Readers will gain a well-rounded and broad understanding of the
topic through the insight it provides into both theory and
practice.
Pim Tuyls is a Principal Scientist at Philips Research and a
Visiting Professor at the COSIC Department of the Katholieke
Universiteit of Leuven, Dr Boris Skoric and Dr Tom Kevenaar are
research scientists at Philips Research Laboratories,
Eindhoven.
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