Machine Learning for Authorship Attribution and Cyber Forensics free ebook download.

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Machine Learning for Authorship Attribution and Cyber Forensics free ebook download

Category:
Algorithms

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Catalogue

Author(s):	Farkhund Iqbal

Date:	2020	Format:	PDF,EPUB	Language:	English	ISBN/ASIN:	3030616746
Pages:	1	OCR:		Quality:		ISBN13:
Uploader:	gestalt	Upload Date:	12/6/2020 10:01:32 AM

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The book first explores the cybersecuritys landscape and the inherent susceptibility of online communication system such as e-mail, chat conversation and social media in cybercrimes. Common sources and resources of digital crimes, their causes and effects together with the emerging threats for society are illustrated in this book.
This book not only explores the growing needs of cybersecurity and digital forensics but also investigates relevant technologies and methods to meet the said needs. Knowledge discovery, machine learning and data analytics are explored for collecting cyber-intelligence and forensics evidence on cybercrimes.

Online communication documents, which are the main source of cybercrimes are investigated from two perspectives: the crime and the criminal. AI and machine learning methods are applied to detect illegal and criminal activities such as bot distribution, drug trafficking and child pornography. Authorship analysis is applied to identify the potential suspects and their social linguistics characteristics. Deep learning together with frequent pattern mining and link mining techniques are applied to trace the potential collaborators of the identified criminals.

Finally, the aim of the book is not only to investigate the crimes and identify the potential suspects but, as well, to collect solid and precise forensics evidence to prosecute the suspects in the court of law.
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Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
2913738	Book	https://tezfiles.com/file/0cfd906523a21...		4.80	gestalt
2913739	Book	https://tezfiles.com/file/69ae15c3d1d29...		16.27	gestalt

Tags: Attribution Authorship Cyber Forensics Learning Machine

Title	Link	Password	Size	Reason

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