LEADER 03675nam  22006375  450 
001 9910299287503321
005 20200714132411.0
010   $a981-10-7763-0
024 7 $a10.1007/978-981-10-7763-0
035   $a(CKB)4100000003359733
035   $a(MiAaPQ)EBC5398100
035   $a(DE-He213)978-981-10-7763-0
035   $a(PPN)226694739
035   $a(EXLCZ)994100000003359733
100   $a20180424d2018      u|         0
101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aBig Digital Forensic Data $eVolume 1: Data Reduction Framework and Selective Imaging /$fby Darren Quick, Kim-Kwang Raymond Choo
205   $a1st ed. 2018.
210  1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2018.
215   $a1 online resource (109 pages)
225 1 $aSpringerBriefs on Cyber Security Systems and Networks,$x2522-5561
311   $a981-10-7762-2 
327   $aChapter 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.
330   $aThis book provides an in-depth understanding of big data challenges to digital forensic investigations, also known as big digital forensic data. It also develops the basis of using data mining in big forensic data analysis, including data reduction, knowledge management, intelligence, and data mining principles to achieve faster analysis in digital forensic investigations. By collecting and assembling a corpus of test data from a range of devices in the real world, it outlines a process of big data reduction, and evidence and intelligence extraction methods. Further, it includes the experimental results on vast volumes of real digital forensic data. The book is a valuable resource for digital forensic practitioners, researchers in big data, cyber threat hunting and intelligence, data mining and other related areas.
410  0$aSpringerBriefs on Cyber Security Systems and Networks,$x2522-5561
606   $aComputer security
606   $aApplication software
606   $aForensic sciences
606   $aComputers
606   $aLaw and legislation
606   $aSystems and Data Security$3https://scigraph.springernature.com/ontologies/product-market-codes/I28060
606   $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040
606   $aForensic Science$3https://scigraph.springernature.com/ontologies/product-market-codes/B23000
606   $aLegal Aspects of Computing$3https://scigraph.springernature.com/ontologies/product-market-codes/I24059
606   $aComputer Appl. in Social and Behavioral Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/I23028
615  0$aComputer security.
615  0$aApplication software.
615  0$aForensic sciences.
615  0$aComputers.
615  0$aLaw and legislation.
615 14$aSystems and Data Security.
615 24$aInformation Systems Applications (incl. Internet).
615 24$aForensic Science.
615 24$aLegal Aspects of Computing.
615 24$aComputer Appl. in Social and Behavioral Sciences.
676   $a363.25968
700   $aQuick$b Darren$4aut$4http://id.loc.gov/vocabulary/relators/aut$0921507
702   $aChoo$b Kim-Kwang Raymond$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910299287503321
996   $aBig Digital Forensic Data$92067156
997   $aUNINA