Data mining and machine learning in cybersecurity / (Record no. 39459)

000 -LEADER
fixed length control field 02668nam a2200361 a 4500
001 - CONTROL NUMBER
control field 33689
003 - CONTROL NUMBER IDENTIFIER
control field BD-DhAAL
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20180813162016.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 180813t2011 flua b 001 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2011006228
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781439839423 (hardback : alk. paper)
International Standard Book Number 1439839425 (hardback : alk. paper)
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Transcribing agency DLC
Modifying agency DLC
-- BD-DhAAL
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA76.9.D343
Item number D825 2011
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.8
Edition number 22
084 ## - OTHER CLASSIFICATION NUMBER
Classification number COM021030
-- COM051240
-- COM053000
Source of number bisacsh
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Dua, Sumeet
9 (RLIN) 27844
245 10 - TITLE STATEMENT
Title Data mining and machine learning in cybersecurity /
Statement of responsibility, etc Sumeet Dua, Xian Du.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Boca Raton :
Name of publisher, distributor, etc CRC Press,
Date of publication, distribution, etc c2011.
300 ## - PHYSICAL DESCRIPTION
Extent xxii, 234 pages :
Other physical details illustrations ;
Dimensions 25 cm.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
520 ## - SUMMARY, ETC.
Summary, etc "Introducing basic concepts of machine learning and data mining methodologies for cyber security, this book provides a unified reference for specific machine learning solutions and cybersecurity problems. The authors focus on how to apply machine learning methodologies in cybersecurity, categorizing methods for detecting, scanning, profiling, intrusions, and anomalies. The text presents challenges and solutions in machine learning along with cybersecurity fundamentals. It also describes advanced problems in cybersecurity in the machine learning domain and examines privacy-preserving data mining methods as a proactive security solution"--
Summary, etc "This interdisciplinary assessment is especially useful for students, who typically learn cybersecurity, machine learning, and data mining in independent courses. Machine learning and data mining play significant roles in cybersecurity, especially as more challenges appear with the rapid development of information discovery techniques, such as those originating from the sheer dimensionality and heterogeneous nature of the network data, the dynamic change of threats, and the severe imbalanced classes of normal and anomalous behaviors"--
526 ## - STUDY PROGRAM INFORMATION NOTE
Program name CSE
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining.
9 (RLIN) 27845
Topical term or geographic name as entry element Machine learning.
9 (RLIN) 27846
Topical term or geographic name as entry element Computer security.
9 (RLIN) 27847
Topical term or geographic name as entry element COMPUTERS / Database Management / Data Mining
Source of heading or term bisacsh.
9 (RLIN) 27848
Topical term or geographic name as entry element COMPUTERS / Software Development & Engineering / Systems Analysis & Design
Source of heading or term bisacsh.
9 (RLIN) 27849
Topical term or geographic name as entry element COMPUTERS / Security / General
Source of heading or term bisacsh.
9 (RLIN) 27850
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Du, Xian.
9 (RLIN) 27851
852 ## - LOCATION/CALL NUMBER
Location Ayesha Abed Library
Shelving location General Stacks
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Book
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent location Current location Shelving location Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Total Renewals Full call number Barcode Checked out Date last seen Date last borrowed Copy number Cost, replacement price Price effective from Koha item type
          Ayesha Abed Library Ayesha Abed Library General Stacks 2018-08-08 Trim Education 5615.00 1 2 005.8 DUA 3010033689 2019-08-21 2018-08-26 2018-08-26 1 5615.00 2018-08-08 Book


Last Updated March 2017
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