國立高雄大學圖資館 |

語系: 繁體中文

說明(常見問題)

圖資館首頁

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Machine learning approaches in cyber...

Emmanuel, Sabu.

Machine learning approaches in cyber security analytics

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Machine learning approaches in cyber security analyticsby Tony Thomas, Athira P. Vijayaraghavan, Sabu Emmanuel.
作者:	Thomas, Tony.
其他作者:	P. Vijayaraghavan, Athira.
出版者:	Singapore :Springer Singapore :2020.
面頁冊數:	xi, 209 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Computer security.
電子資源:	https://doi.org/10.1007/978-981-15-1706-8
ISBN:	9789811517068$q(electronic bk.)

Machine learning approaches in cyber security analytics
Thomas, Tony.

Machine learning approaches in cyber security analytics[electronic resource] /by Tony Thomas, Athira P. Vijayaraghavan, Sabu Emmanuel. - Singapore :Springer Singapore :2020. - xi, 209 p. :ill., digital ;24 cm.

Chapter 1. Introduction -- Chapter 2. Machine Learning Algorithms -- Chapter 3. Machine Learning in Cyber Security Analytics -- Chapter 4. Applications of Support Vector Machines -- Chapter 5. Applications of Nearest Neighbor -- Chapter 6. Applications of Clustering -- Chapter 7. Applications of Dimensionality Reduction -- Chapter 8. Applications of other Machine Learning Methods.

This book introduces various machine learning methods for cyber security analytics. With an overwhelming amount of data being generated and transferred over various networks, monitoring everything that is exchanged and identifying potential cyber threats and attacks poses a serious challenge for cyber experts. Further, as cyber attacks become more frequent and sophisticated, there is a requirement for machines to predict, detect, and identify them more rapidly. Machine learning offers various tools and techniques to automate and quickly predict, detect, and identify cyber attacks.

ISBN: 9789811517068$q(electronic bk.)

Standard No.: 10.1007/978-981-15-1706-8doiSubjects--Topical Terms:

184416
Computer security.

LC Class. No.: QA76.9.A25 / T46 2020

Dewey Class. No.: 005.8

Machine learning approaches in cyber security analytics
LDR:02002nmm a2200337 a 4500 001 575535
003 DE-He213
005 20191220130904.0
006 m d
007 cr nn 008maaau
008 201027s2020 si s 0 eng d
020 $a 9789811517068$q(electronic bk.)
020 $a 9789811517051$q(paper)
024 7 $a 10.1007/978-981-15-1706-8 $2 doi
035 $a 978-981-15-1706-8
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.A25 $b T46 2020
072 7 $a UR $2 bicssc
072 7 $a COM053000 $2 bisacsh
072 7 $a UR $2 thema
072 7 $a UTN $2 thema
082 0 4 $a 005.8 $2 23
090 $a QA76.9.A25 $b T462 2020
100 1 $a Thomas, Tony. $3 863610
245 1 0 $a Machine learning approaches in cyber security analytics $h [electronic resource] / $c by Tony Thomas, Athira P. Vijayaraghavan, Sabu Emmanuel.
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2020.
300 $a xi, 209 p. : $b ill., digital ; $c 24 cm.
505 0 $a Chapter 1. Introduction -- Chapter 2. Machine Learning Algorithms -- Chapter 3. Machine Learning in Cyber Security Analytics -- Chapter 4. Applications of Support Vector Machines -- Chapter 5. Applications of Nearest Neighbor -- Chapter 6. Applications of Clustering -- Chapter 7. Applications of Dimensionality Reduction -- Chapter 8. Applications of other Machine Learning Methods.
520 $a This book introduces various machine learning methods for cyber security analytics. With an overwhelming amount of data being generated and transferred over various networks, monitoring everything that is exchanged and identifying potential cyber threats and attacks poses a serious challenge for cyber experts. Further, as cyber attacks become more frequent and sophisticated, there is a requirement for machines to predict, detect, and identify them more rapidly. Machine learning offers various tools and techniques to automate and quickly predict, detect, and identify cyber attacks.
650 0 $a Computer security. $3 184416
650 0 $a Machine learning. $3 188639
650 1 4 $a Systems and Data Security. $3 274481
650 2 4 $a Information Systems Applications (incl. Internet) $3 530743
650 2 4 $a Cryptology. $3 825728
650 2 4 $a Cybercrime. $3 748274
650 2 4 $a Data Structures. $3 273992
700 1 $a P. Vijayaraghavan, Athira. $3 863611
700 1 $a Emmanuel, Sabu. $3 863612
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
856 4 0 $u https://doi.org/10.1007/978-981-15-1706-8
950 $a Computer Science (Springer-11645)