Big digital forensic data. Volume 1, Data reduction framework and selective imaging / Darren Quick, Kim-Kwang Raymond Choo.
2018
HV8079.C65
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Details
Title
Big digital forensic data. Volume 1, Data reduction framework and selective imaging / Darren Quick, Kim-Kwang Raymond Choo.
Author
Quick, Darren, author.
ISBN
9789811077630 (electronic book)
9811077630 (electronic book)
9789811077623
9811077630 (electronic book)
9789811077623
Published
Singapore : Springer, 2018.
Language
English
Description
1 online resource.
Item Number
10.1007/978-981-10-7763-0 doi
Call Number
HV8079.C65
Dewey Decimal Classification
364.16/8
Summary
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.
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Digital File Characteristics
text file PDF
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed May 1, 2018).
Added Author
Choo, Kim-Kwang Raymond, author.
Series
SpringerBriefs on cyber security systems and networks.
Available in Other Form
Print version: 9789811077623
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Online Access
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Table of Contents
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.
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.