Central Library

Security and Artificial Intelligence (Record no. 90725)

000 -LEADER
fixed length control field 04548nam a22006495i 4500
001 - CONTROL NUMBER
control field 978-3-030-98795-4
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240730181141.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783030987954
-- 978-3-030-98795-4
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-030-98795-4
Source of number or code doi
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA76.9.A25
072 #7 - SUBJECT CATEGORY CODE
Subject category code UR
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code UTN
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM053000
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code UR
Source thema
072 #7 - SUBJECT CATEGORY CODE
Subject category code UTN
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.8
Edition number 23
245 10 - TITLE STATEMENT
Title Security and Artificial Intelligence
Medium [electronic resource] :
Remainder of title A Crossdisciplinary Approach /
Statement of responsibility, etc. edited by Lejla Batina, Thomas Bäck, Ileana Buhan, Stjepan Picek.
250 ## - EDITION STATEMENT
Edition statement 1st ed. 2022.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cham :
Name of producer, publisher, distributor, manufacturer Springer International Publishing :
-- Imprint: Springer,
Date of production, publication, distribution, manufacture, or copyright notice 2022.
300 ## - PHYSICAL DESCRIPTION
Extent X, 361 p. 43 illus., 28 illus. in color.
Other physical details online resource.
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier
347 ## - DIGITAL FILE CHARACTERISTICS
File type text file
Encoding format PDF
Source rda
490 1# - SERIES STATEMENT
Series statement Lecture Notes in Computer Science,
International Standard Serial Number 1611-3349 ;
Volume/sequential designation 13049
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note AI for Cryptography -- Artificial Intelligence for the Design of Symmetric Cryptographic Primitives -- Traditional Machine Learning Methods for Side-Channel Analysis -- Deep Learning on Side-Channel Analysis -- Artificial Neural Networks and Fault Injection Attacks -- Physically Unclonable Functions and AI: Two Decades of Marriage -- AI for Authentication and Privacy -- Privacy-Preserving Machine Learning using Cryptography -- Machine Learning Meets Data Modification: the Potential of Pre-processing for Privacy Enhancement -- AI for Biometric Authentication Systems -- Machine Learning and Deep Learning for Hardware Fingerprinting. - AI for Intrusion Detection -- Intelligent Malware Defenses -- Open-World Network Intrusion Detection -- Security of AI -- Adversarial Machine Learning -- Deep Learning Backdoors. - On Implementation-level Security of Edge-based Machine Learning Models.
520 ## - SUMMARY, ETC.
Summary, etc. AI has become an emerging technology to assess security and privacy, with many challenges and potential solutions at the algorithm, architecture, and implementation levels. So far, research on AI and security has looked at subproblems in isolation but future solutions will require sharing of experience and best practice in these domains. The editors of this State-of-the-Art Survey invited a cross-disciplinary team of researchers to a Lorentz workshop in 2019 to improve collaboration in these areas. Some contributions were initiated at the event, others were developed since through further invitations, editing, and cross-reviewing. This contributed book contains 14 invited chapters that address side-channel attacks and fault injection, cryptographic primitives, adversarial machine learning, and intrusion detection. The chapters were evaluated based on their significance, technical quality, and relevance to the topics of security and AI, and each submission was reviewed in single-blindmode and revised. .
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data protection.
9 (RLIN) 7245
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Artificial intelligence.
9 (RLIN) 3407
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer networks .
9 (RLIN) 31572
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Social sciences
General subdivision Data processing.
9 (RLIN) 83360
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Application software.
9 (RLIN) 123628
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data and Information Security.
9 (RLIN) 31990
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Artificial Intelligence.
9 (RLIN) 3407
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer Communication Networks.
9 (RLIN) 123629
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer Application in Social and Behavioral Sciences.
9 (RLIN) 31815
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer and Information Systems Applications.
9 (RLIN) 123630
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Batina, Lejla.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 123631
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Bäck, Thomas.
Relator term editor.
Authority record control number or standard number (orcid)
Real World Object URI 0000-0001-6768-1478
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 123632
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Buhan, Ileana.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 123633
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Picek, Stjepan.
Relator term editor.
Relationship edt
-- http://id.loc.gov/vocabulary/relators/edt
9 (RLIN) 123634
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
9 (RLIN) 123635
773 0# - HOST ITEM ENTRY
Title Springer Nature eBook
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783030987947
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9783030987961
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture Notes in Computer Science,
International Standard Serial Number 1611-3349 ;
Volume/sequential designation 13049
9 (RLIN) 23263
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1007/978-3-030-98795-4">https://doi.org/10.1007/978-3-030-98795-4</a>
912 ## -
-- ZDB-2-SCS
912 ## -
-- ZDB-2-SXCS
912 ## -
-- ZDB-2-LNC
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type eBooks-Lecture Notes in CS

No items available.