MARC details
| 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 |
20211109102615.0 |
| 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 |
|
|---|
| Topical term or geographic name as entry element |
Computer science. |
| 9 (RLIN) |
42462 |
| 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 |
Dewey Decimal Classification |
| Item type |
Book |
