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This volume is based on a course held several times, and again in
1993, at the ESAT Laboratorium of the Department of Electrical
Engineering at the Katholieke Universiteit Leuven in Belgium. These
courses are intended for both researchers in computer security and
cryptography and for practitioners in industry and government. The
contributors of the 1991 course were invited to submit revised and
updated versions of their papers for inclusion in a book. This
volume is the final result; it is well- balanced between basic
theory and real life applications, between mathematical background
and juridical aspects, and between technical developments and
standardization issues. Some of the topics are public key
cryptography, hash functions, secure protocols, digital signatures,
security architectures, network security, and data encryption
standards (DES).
This is the first book devoted entirely to total least squares. The
authors give a unified presentation of the TLS problem. A
description of its basic principles are given, the various
algebraic, statistical and sensitivity properties of the problem
are discussed, and generalizations are presented. Applications are
surveyed to facilitate uses in an even wider range of applications.
Whenever possible, comparison is made with the well-known least
squares methods. A basic knowledge of numerical linear algebra,
matrix computations, and some notion of elementary statistics is
required of the reader; however, some background material is
included to make the book reasonably self-contained.
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