Automating open source intelligence

Automating open source intelligence: algorithms for OSINT

by Layton, Robert Watters, Paul A.

Type Book
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This book presents information on the gathering of information and extraction of actionable intelligence from openly available sources, including news broadcasts, public repositories, and more recently, social media. As OSINT has applications in crime fighting, state-based intelligence, and social research, this book provides recent advances in text mining, web crawling, and other algorithms that have led to advances in methods that can largely automate this process. It presents a coherent set …

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Title Statements

  • Full title :Automating open source intelligence : algorithms for OSINT / edited by Robert Layton, Paul A. Watters.

Summary

This book presents information on the gathering of information and extraction of actionable intelligence from openly available sources, including news broadcasts, public repositories, and more recently, social media. As OSINT has applications in crime fighting, state-based intelligence, and social research, this book provides recent advances in text mining, web crawling, and other algorithms that have led to advances in methods that can largely automate this process. It presents a coherent set of methods and processes for automating OSINT; focuses on algorithms and applications allowing the practitioner to get up and running quickly; includes fully developed case studies on the digital underground and predicting crime through OSINT; discusses the ethical considerations when using publicly available online data. --

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Edition Statements

  • Publication Date:©2016

Publication Statements

  • Publisher(s):Elsevier
  • Place of Publication:Waltham, MA
  • Language:eng
  • Publication Date:©2016

The Physical Object

  • Description:1 online resource

Edition Identifiers

  • ISBN:9780128029176, 012802917X, 0128029161, 9780128029169
  • oclc:ocn931534548
  • LC Classification:JF1525.I6
  • Dewey Decimal:327.120285/4678

Table of Contents

Cover; Title Page ; Copyright Page; Contents; List of Contributors; Chapter 1 -- The Automating of Open Source Intelligence; The Commercial Angle; Algorithms; References; Chapter 2 -- Named Entity Resolution in Social Media; Introduction; Evaluating Semantic Processing Performance; Characterizing Semantic Processing Errors; Meaning Loss in Biblical Proverbs: A Case Study; Models for Improving Semantic Processing Performance; Discussion; References; Chapter 3 -- Relative Cyberattack Attribution; Introduction; Basic Attack Structure; Anonymization on the Internet; Weaknesses in Anonymization.

Attribution as a ConceptAbsolute Attribution; Relative Attribution; Relative attribution concepts; Inherent versus Learnt Behaviors; Hiding Behavior; Consistency of Behavior; Relative Attribution Techniques; Authorship Analysis; Limitations and Issues; Research Streams; Conclusions; References; Chapter 4 -- Enhancing Privacy to Defeat Open Source Intelligence; Introduction; Scenario; Requirements and Threats; Preliminaries; The PIEMCP; Formal Security Analysis with CPN; Attack Scenarios; Verification Results; Removing Trusted ARM; Performance Analysis of FSSO-PIEMC.

Comparison to Existing App…

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Subjects

Open source intelligence POLITICAL SCIENCE -- Government POLITICAL SCIENCE -- International Rela… Renseignements de sources ouvertes

Writers

Layton, Robert Watters, Paul A.

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