| LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2017278942 |
| INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781491979907 |
| DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Call number |
006.31 CH MA |
| MAIN ENTRY--PERSONAL NAME |
|---|
| Authors |
Chio, Clarence, |
| TITLE STATEMENT |
|---|
| Title |
Machine learning and security : |
| Subtitle |
protecting systems with data and algorithms |
| Statement of responsibility, etc |
Clarence Chio and David Freeman |
| PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication |
Beijing, China : |
| Publisher |
O'Reilly, |
| Date |
c2018. |
| PHYSICAL DESCRIPTION |
|---|
| Extent |
xv, 365 p. : |
| Other Details |
ill. ; |
| Size |
24 cm. |
| SUMMARY |
|---|
| Summary |
Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself. With this practical guide, you'll explore ways to apply machine learning to security issues such as intrusion detection, malware classification, and network analysis. Machine learning and security specialists Clarence Chio and David Freeman provide a framework for discussing the marriage of these two fields, as well as a toolkit of machine-learning algorithms that you can apply to an array of security problems. This book is ideal for security engineers and data scientists alike -- |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Heading |
Computer security. |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Heading |
Machine learning |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical Heading |
Algoritmen |
| ADDED ENTRY |
|---|
| Name |
Freeman, David |
| ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
https://uow.primo.exlibrisgroup.com/permalink/61UOW_INST/ihdge1/alma991003586633006666 |
| Public note |
Ebook Link |
| MAIN ENTRY--PERSONAL NAME |
|---|
| -- |
64115 |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| -- |
641 |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| -- |
5121 |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| -- |
64116 |
| ADDED ENTRY |
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| -- |
64117 |