Articles liés à Knowledge Discovery for Counterterrorism and Law Enforcement

Knowledge Discovery for Counterterrorism and Law Enforcement - Couverture souple

Livre 5 sur 56: Chapman & Hall/CRC Data Mining and Knowledge Discovery

Skillicorn, David

 
9780367386443: Knowledge Discovery for Counterterrorism and Law Enforcement
Couverture souple
ISBN 10 : 0367386445 ISBN 13 : 9780367386443
Editeur : CRC Press, 2019

Synopsis

Most of the research aimed at counterterrorism, fraud detection, or other forensic applications assumes that this is a specialized application domain for mainstream knowledge discovery. Unfortunately, knowledge discovery changes completely when the datasets being used have been manipulated in order to conceal some underlying activity. Knowledge Discovery for Counterterrorism and Law Enforcement operates from the premise that detection algorithms must be rethought to be effective in this domain, and presents a new approach based on cutting-edge analysis for use in adversarial settings.



Reveals How Criminals Conceal Information





 



This volume focuses on four main forms of knowledge discovery: prediction, clustering, relationship discovery, and textual analysis. For each of these application areas, the author discusses opportunities for concealment that are available to criminals and reveals some of the tactics that can aid in detecting them. He reviews what is known about the different technologies for each area and evaluates their effectiveness. The book also supplies a preview of technologies currently under development and describes how they will fit in to existing approaches to knowledge discovery.



Provides Proactive Formulas for Staying One Step Ahead of Adversaries





 



While all knowledge-discovery systems are susceptible to manipulation, designers and users of algorithmic systems who are armed with the knowledge of these subversive tactics are better able to create systems to avoid these vulnerabilities. This book delineates an effective process for integrating knowledge-discovery tools, provides a unique understanding of the limits of the technology, and contains a clear presentation of the upsides and pitfalls of data collection. It is a powerful weapon in the arsenal of anyone confronting the increasingly sophistic

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À propos de l'auteur

Skillicorn, David

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
CRC Press
Date d'édition
2019
Langue
anglais
ISBN 10 
0367386445
ISBN 13 
9780367386443
Reliure
Broché
Nombre de pages
330
Coordonnées du fabricant
Buchpark GmbH
https://www.buchpark.de

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Trebbin
Brandenburg
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Allemagne