Machine Learning for Authorship Attribution and Cyber Forensics

Name: Machine Learning for Authorship Attribution and Cyber Forensics
Brand: Springer Nature Switzerland AG
SKU: 9783030616748
Price: 3654 CZK
Availability: InStock

Autor: Benjamin C. M. Fung, Mourad Debbabi

Jazyk:

Vazba: Pevná

Vydavatel: Springer Nature Switzerland AG

Dostupnost: Skladem u dodavatele

Odesíláme za 10-13 dnů

3 654 Kč

The book first explores the cybersecurity's landscape and the inherent susceptibility of online comm...

Informace o knize

Autor

Benjamin C. M. Fung, Mourad Debbabi

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2020

Stránek

168

EAN

9783030616748

ISBN

3030616746

Enbook ID

33471487

Vydavatel

Springer Nature Switzerland AG

Hmotnost

424

Rozměry

160 x 241 x 15

Kompletní popis

The book first explores the cybersecurity's 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.

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Machine Learning for Authorship Attribution and Cyber Forensics

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také