Big digital forensic data
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 …
Read More ↓Title Statements
- Full title :Big digital forensic data / Darren Quick, Kim-Kwang Raymond Choo.
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.
Read More ↓Edition Statements
- Publication Date:©2018
Publication Statements
- Publisher(s):Springer
- Place of Publication:Singapore
- Language:eng
- Publication Date:©2018
The Physical Object
- Description:2 volumes : : illustrations ; : 24 cm
Edition Identifiers
- ISBN:9789811077623, 9811077622, 9789811302626, 9811302626
- oclc:on1268550372
- LC Classification:HV8079.C65
Table of Contents
Volume 1: Data reduction framework and selective imaging: 1. Introduction -- 2. Background and Literature Review -- 3. Data Reduction and Data Mining Framework -- Chapter 4. Digital Forensic Data Reduction by Selective Imaging -- Chapter 5. Summary of the Framework and DRbSI.
Volume 2: Quick analysis for evidence and intelligence: 1. Introduction -- 2. Quick Analysis of Digital Forensic Data -- 3. Digital Forensic Data and Intelligence -- 4. Data Reduction of Mobile Device Extracts -- 5. Digital Forensic Data and Open Source Intelligence (DFINT+OSINT) -- 6. Summary.
Subjects
Writers
More from this Series
No reviews yet. Be the first to rate this work.
Related Works
more →
Microsoft 365 Mobility and Security - exam guide MS-101: explore threat management, governance, …
Chamberlain, Nate
Black hat Python: Python programming for hackers and pent…
Security in computing
Linux server security
Data security and privacy in Massachusetts
Files & Downloads
-
Big Digital Forensic Data. Volume 1: Data Reducti…
PDF · 3.7 MB · updated -
Big Digital Forensic Data: Volume 1: Data Reducti…
EPUB · 1.6 MB · updated -
Big Digital Forensic Data: Volume 2: Quick Analys…
PDF · 1.9 MB · updated
Rate & Review