Please use this identifier to cite or link to this item:
http://localhost/handle/Hannan/824
Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Quick, Darren. ; | en_US |
dc.contributor.author | Choo, Kim-Kwang Raymond. ; | en_US |
dc.date.accessioned | 2013 | en_US |
dc.date.accessioned | 2020-05-17T08:22:29Z | - |
dc.date.available | 2020-05-17T08:22:29Z | - |
dc.date.issued | 2018 | en_US |
dc.identifier.isbn | 9789811077630 ; | en_US |
dc.identifier.isbn | 9789811077623 (print) ; | en_US |
dc.identifier.uri | http://localhost/handle/Hannan/824 | - |
dc.description | QA76.9.A25 ; | en_US |
dc.description | 005.8 ; 23 ; | en_US |
dc.description | en_US | |
dc.description | SpringerLink (Online service) ; | en_US |
dc.description | Printed edition: ; 9789811077623. ; | en_US |
dc.description | en_US | |
dc.description | en_US | |
dc.description | en_US | |
dc.description.abstract | This book provides an in-depth understanding of big data challenges to digital forensic investigations, also known as big digital forensic data. It also develops the basis of using data mining in big forensic data analysis, including data reduction, knowledge management, intelligence, and data mining principles to achieve faster analysis in digital forensic investigations. By collecting and assembling a corpus of test data from a range of devices in the real world, it outlines a process of big data reduction, and evidence and intelligence extraction methods. Further, it includes the experimental results on vast volumes of real digital forensic data. The book is a valuable resource for digital forensic practitioners, researchers in big data, cyber threat hunting and intelligence, data mining and other related areas. ; | en_US |
dc.description.statementofresponsibility | by Darren Quick, Kim-Kwang Raymond Choo. | en_US |
dc.description.tableofcontents | Chapter 1 Introduction -- Chapter 2 Background and Literature Review -- Chapter 3 Data Reduction and Data Mining Framework -- Chapter 4 Digital Forensic Data Reduction by Selective Imaging -- Chapter 5 Summary of the Framework and DRbSI. ; | en_US |
dc.format.extent | XV, 96 p. 6 illus., 5 illus. in color. ; online resource. ; | en_US |
dc.publisher | Springer Singapore : | en_US |
dc.publisher | Imprint: Springer, | en_US |
dc.relation.ispartofseries | SpringerBriefs on Cyber Security Systems and Networks, ; 2522-5561. ; | en_US |
dc.relation.ispartofseries | SpringerBriefs on Cyber Security Systems and Networks, ; 2522-5561. ; | en_US |
dc.relation.haspart | 9789811077623.pdf | en_US |
dc.subject | Computer Science | en_US |
dc.subject | Forensic science. ; | en_US |
dc.subject | Computer Security | en_US |
dc.subject | Application Software | en_US |
dc.subject | Computers | en_US |
dc.subject | Law and legislation. ; | en_US |
dc.subject | Computer Science | en_US |
dc.subject | Systems and Data Security | en_US |
dc.subject | Information Systems Applications | en_US |
dc.subject | Forensic Science. ; | en_US |
dc.subject | Legal Aspects of Computing. ; | en_US |
dc.subject | Computer Appl. in Social and Behavioral Sciences. ; | en_US |
dc.title | Big Digital Forensic Data | en_US |
dc.title.alternative | Volume 1: Data Reduction Framework and Selective Imaging / | en_US |
dc.type | Book | en_US |
dc.publisher.place | Singapore : | en_US |
Appears in Collections: | مدیریت فناوری اطلاعات |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
9789811077623.pdf | 3.77 MB | Adobe PDF | Preview File |
Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Quick, Darren. ; | en_US |
dc.contributor.author | Choo, Kim-Kwang Raymond. ; | en_US |
dc.date.accessioned | 2013 | en_US |
dc.date.accessioned | 2020-05-17T08:22:29Z | - |
dc.date.available | 2020-05-17T08:22:29Z | - |
dc.date.issued | 2018 | en_US |
dc.identifier.isbn | 9789811077630 ; | en_US |
dc.identifier.isbn | 9789811077623 (print) ; | en_US |
dc.identifier.uri | http://localhost/handle/Hannan/824 | - |
dc.description | QA76.9.A25 ; | en_US |
dc.description | 005.8 ; 23 ; | en_US |
dc.description | en_US | |
dc.description | SpringerLink (Online service) ; | en_US |
dc.description | Printed edition: ; 9789811077623. ; | en_US |
dc.description | en_US | |
dc.description | en_US | |
dc.description | en_US | |
dc.description.abstract | This book provides an in-depth understanding of big data challenges to digital forensic investigations, also known as big digital forensic data. It also develops the basis of using data mining in big forensic data analysis, including data reduction, knowledge management, intelligence, and data mining principles to achieve faster analysis in digital forensic investigations. By collecting and assembling a corpus of test data from a range of devices in the real world, it outlines a process of big data reduction, and evidence and intelligence extraction methods. Further, it includes the experimental results on vast volumes of real digital forensic data. The book is a valuable resource for digital forensic practitioners, researchers in big data, cyber threat hunting and intelligence, data mining and other related areas. ; | en_US |
dc.description.statementofresponsibility | by Darren Quick, Kim-Kwang Raymond Choo. | en_US |
dc.description.tableofcontents | Chapter 1 Introduction -- Chapter 2 Background and Literature Review -- Chapter 3 Data Reduction and Data Mining Framework -- Chapter 4 Digital Forensic Data Reduction by Selective Imaging -- Chapter 5 Summary of the Framework and DRbSI. ; | en_US |
dc.format.extent | XV, 96 p. 6 illus., 5 illus. in color. ; online resource. ; | en_US |
dc.publisher | Springer Singapore : | en_US |
dc.publisher | Imprint: Springer, | en_US |
dc.relation.ispartofseries | SpringerBriefs on Cyber Security Systems and Networks, ; 2522-5561. ; | en_US |
dc.relation.ispartofseries | SpringerBriefs on Cyber Security Systems and Networks, ; 2522-5561. ; | en_US |
dc.relation.haspart | 9789811077623.pdf | en_US |
dc.subject | Computer Science | en_US |
dc.subject | Forensic science. ; | en_US |
dc.subject | Computer Security | en_US |
dc.subject | Application Software | en_US |
dc.subject | Computers | en_US |
dc.subject | Law and legislation. ; | en_US |
dc.subject | Computer Science | en_US |
dc.subject | Systems and Data Security | en_US |
dc.subject | Information Systems Applications | en_US |
dc.subject | Forensic Science. ; | en_US |
dc.subject | Legal Aspects of Computing. ; | en_US |
dc.subject | Computer Appl. in Social and Behavioral Sciences. ; | en_US |
dc.title | Big Digital Forensic Data | en_US |
dc.title.alternative | Volume 1: Data Reduction Framework and Selective Imaging / | en_US |
dc.type | Book | en_US |
dc.publisher.place | Singapore : | en_US |
Appears in Collections: | مدیریت فناوری اطلاعات |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
9789811077623.pdf | 3.77 MB | Adobe PDF | Preview File |
Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Quick, Darren. ; | en_US |
dc.contributor.author | Choo, Kim-Kwang Raymond. ; | en_US |
dc.date.accessioned | 2013 | en_US |
dc.date.accessioned | 2020-05-17T08:22:29Z | - |
dc.date.available | 2020-05-17T08:22:29Z | - |
dc.date.issued | 2018 | en_US |
dc.identifier.isbn | 9789811077630 ; | en_US |
dc.identifier.isbn | 9789811077623 (print) ; | en_US |
dc.identifier.uri | http://localhost/handle/Hannan/824 | - |
dc.description | QA76.9.A25 ; | en_US |
dc.description | 005.8 ; 23 ; | en_US |
dc.description | en_US | |
dc.description | SpringerLink (Online service) ; | en_US |
dc.description | Printed edition: ; 9789811077623. ; | en_US |
dc.description | en_US | |
dc.description | en_US | |
dc.description | en_US | |
dc.description.abstract | This book provides an in-depth understanding of big data challenges to digital forensic investigations, also known as big digital forensic data. It also develops the basis of using data mining in big forensic data analysis, including data reduction, knowledge management, intelligence, and data mining principles to achieve faster analysis in digital forensic investigations. By collecting and assembling a corpus of test data from a range of devices in the real world, it outlines a process of big data reduction, and evidence and intelligence extraction methods. Further, it includes the experimental results on vast volumes of real digital forensic data. The book is a valuable resource for digital forensic practitioners, researchers in big data, cyber threat hunting and intelligence, data mining and other related areas. ; | en_US |
dc.description.statementofresponsibility | by Darren Quick, Kim-Kwang Raymond Choo. | en_US |
dc.description.tableofcontents | Chapter 1 Introduction -- Chapter 2 Background and Literature Review -- Chapter 3 Data Reduction and Data Mining Framework -- Chapter 4 Digital Forensic Data Reduction by Selective Imaging -- Chapter 5 Summary of the Framework and DRbSI. ; | en_US |
dc.format.extent | XV, 96 p. 6 illus., 5 illus. in color. ; online resource. ; | en_US |
dc.publisher | Springer Singapore : | en_US |
dc.publisher | Imprint: Springer, | en_US |
dc.relation.ispartofseries | SpringerBriefs on Cyber Security Systems and Networks, ; 2522-5561. ; | en_US |
dc.relation.ispartofseries | SpringerBriefs on Cyber Security Systems and Networks, ; 2522-5561. ; | en_US |
dc.relation.haspart | 9789811077623.pdf | en_US |
dc.subject | Computer Science | en_US |
dc.subject | Forensic science. ; | en_US |
dc.subject | Computer Security | en_US |
dc.subject | Application Software | en_US |
dc.subject | Computers | en_US |
dc.subject | Law and legislation. ; | en_US |
dc.subject | Computer Science | en_US |
dc.subject | Systems and Data Security | en_US |
dc.subject | Information Systems Applications | en_US |
dc.subject | Forensic Science. ; | en_US |
dc.subject | Legal Aspects of Computing. ; | en_US |
dc.subject | Computer Appl. in Social and Behavioral Sciences. ; | en_US |
dc.title | Big Digital Forensic Data | en_US |
dc.title.alternative | Volume 1: Data Reduction Framework and Selective Imaging / | en_US |
dc.type | Book | en_US |
dc.publisher.place | Singapore : | en_US |
Appears in Collections: | مدیریت فناوری اطلاعات |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
9789811077623.pdf | 3.77 MB | Adobe PDF | Preview File |