machine learning forensics for law enforcement security and intelligence

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Machine Learning Forensics For Law Enforcement Security And Intelligence

Author : Jesus Mena
ISBN : 9781439860700
Genre : Computers
File Size : 45. 95 MB
Format : PDF
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Increasingly, crimes and fraud are digital in nature, occurring at breakneck speed and encompassing large volumes of data. To combat this unlawful activity, knowledge about the use of machine learning technology and software is critical. Machine Learning Forensics for Law Enforcement, Security, and Intelligence integrates an assortment of deductive and instructive tools, techniques, and technologies to arm professionals with the tools they need to be prepared and stay ahead of the game. Step-by-step instructions The book is a practical guide on how to conduct forensic investigations using self-organizing clustering map (SOM) neural networks, text extraction, and rule generating software to "interrogate the evidence." This powerful data is indispensable for fraud detection, cybersecurity, competitive counterintelligence, and corporate and litigation investigations. The book also provides step-by-step instructions on how to construct adaptive criminal and fraud detection systems for organizations. Prediction is the key Internet activity, email, and wireless communications can be captured, modeled, and deployed in order to anticipate potential cyber attacks and other types of crimes. The successful prediction of human reactions and server actions by quantifying their behaviors is invaluable for pre-empting criminal activity. This volume assists chief information officers, law enforcement personnel, legal and IT professionals, investigators, and competitive intelligence analysts in the strategic planning needed to recognize the patterns of criminal activities in order to predict when and where crimes and intrusions are likely to take place.

Investigative Data Mining For Security And Criminal Detection

Author : Jesus Mena
ISBN : 9780080509389
Genre : Computers
File Size : 77. 92 MB
Format : PDF
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Investigative Data Mining for Security and Criminal Detection is the first book to outline how data mining technologies can be used to combat crime in the 21st century. It introduces security managers, law enforcement investigators, counter-intelligence agents, fraud specialists, and information security analysts to the latest data mining techniques and shows how they can be used as investigative tools. Readers will learn how to search public and private databases and networks to flag potential security threats and root out criminal activities even before they occur. The groundbreaking book reviews the latest data mining technologies including intelligent agents, link analysis, text mining, decision trees, self-organizing maps, machine learning, and neural networks. Using clear, understandable language, it explains the application of these technologies in such areas as computer and network security, fraud prevention, law enforcement, and national defense. International case studies throughout the book further illustrate how these technologies can be used to aid in crime prevention. Investigative Data Mining for Security and Criminal Detection will also serve as an indispensable resource for software developers and vendors as they design new products for the law enforcement and intelligence communities. Key Features: * Covers cutting-edge data mining technologies available to use in evidence gathering and collection * Includes numerous case studies, diagrams, and screen captures to illustrate real-world applications of data mining * Easy-to-read format illustrates current and future data mining uses in preventative law enforcement, criminal profiling, counter-terrorist initiatives, and forensic science * Introduces cutting-edge technologies in evidence gathering and collection, using clear non-technical language * Illustrates current and future applications of data mining tools in preventative law enforcement, homeland security, and other areas of crime detection and prevention * Shows how to construct predictive models for detecting criminal activity and for behavioral profiling of perpetrators * Features numerous Web links, vendor resources, case studies, and screen captures illustrating the use of artificial intelligence (AI) technologies

Information Security Management Handbook Sixth Edition

Author : Micki Krause Nozaki
ISBN : 9781439853450
Genre : Business & Economics
File Size : 37. 20 MB
Format : PDF, Kindle
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Updated annually to keep up with the increasingly fast pace of change in the field, the Information Security Management Handbook is the single most comprehensive and up-to-date resource on information security (IS) and assurance. Facilitating the up-to-date understanding required of all IS professionals, the Information Security Management Handbook, Sixth Edition, Volume 5 reflects the latest issues in information security and the CISSP® Common Body of Knowledge (CBK®). This edition updates the benchmark Volume 1 with a wealth of new information to help IS professionals address the challenges created by complex technologies and escalating threats to information security. Topics covered include chapters related to access control, physical security, cryptography, application security, operations security, and business continuity and disaster recovery planning. The updated edition of this bestselling reference provides cutting-edge reporting on mobile device security, adaptive threat defense, Web 2.0, virtualization, data leakage, governance, and compliance. Also available in a fully searchable CD-ROM format, it supplies you with the tools and understanding to stay one step ahead of evolving threats and ever-changing standards and regulations.

Data Analytics In Project Management

Author : Seweryn Spalek
ISBN : 9780429786365
Genre : Business & Economics
File Size : 38. 84 MB
Format : PDF, Docs
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This book aims to help the reader better understand the importance of data analysis in project management. Moreover, it provides guidance by showing tools, methods, techniques and lessons learned on how to better utilize the data gathered from the projects. First and foremost, insight into the bridge between data analytics and project management aids practitioners looking for ways to maximize the practical value of data procured. The book equips organizations with the know-how necessary to adapt to a changing workplace dynamic through key lessons learned from past ventures. The book’s integrated approach to investigating both fields enhances the value of research findings.

Pattern Recognition Machine Intelligence And Biometrics

Author : Patrick S. P. Wang
ISBN : 9783642224072
Genre : Computers
File Size : 59. 43 MB
Format : PDF, ePub, Mobi
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"Pattern Recognition, Machine Intelligence and Biometrics" covers the most recent developments in Pattern Recognition and its applications, using artificial intelligence technologies within an increasingly critical field. It covers topics such as: image analysis and fingerprint recognition; facial expressions and emotions; handwriting and signatures; iris recognition; hand-palm gestures; and multimodal based research. The applications span many fields, from engineering, scientific studies and experiments, to biomedical and diagnostic applications, to personal identification and homeland security. In addition, computer modeling and simulations of human behaviors are addressed in this collection of 31 chapters by top-ranked professionals from all over the world in the field of PR/AI/Biometrics. The book is intended for researchers and graduate students in Computer and Information Science, and in Communication and Control Engineering. Dr. Patrick S. P. Wang is a Professor Emeritus at the College of Computer and Information Science, Northeastern University, USA, Zijiang Chair of ECNU, Shanghai, and NSC Visiting Chair Professor of NTUST, Taipei.

Blockchain 2 0 Einfach Erkl Rt Mehr Als Nur Bitcoin

Author : Julian Hosp
ISBN : 9783960922919
Genre : Business & Economics
File Size : 33. 25 MB
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Was wäre, wenn deine Daten absolut sicher und unhackbar gespeichert werden könnten? Mittlerweile sind "Bitcoin" und "Kryptowährungen" in aller Munde – doch hinter dem Begriff Blockchain steckt weitaus mehr. So sind Datenschutz, Tokenisierung, Smart Contracts und Besitz nur einige ihrer Anwendungsbereiche. Dieses Buch beinhaltet alles zu den Möglichkeiten, Potenzialen und Gefahren von dezentralen Anwendungen. Nach seinem Bestseller Kryptowährungen – Bitcoin, Ethereum, Blockchain, ICO's & Co. einfach erklärt widmet sich Dr. Julian Hosp nun der Erklärung der Blockchain auf simple Art und Weise. Daher ist dieses Buch sowohl für Einsteiger als auch Fortgeschrittene geeignet.

Journal Of Forensic Accounting

Author :
ISBN : IND:30000117316608
Genre : Forensic accounting
File Size : 62. 81 MB
Format : PDF, Mobi
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Grep Kurz Gut

Author : Agnieszka Klus
ISBN : 9783868991741
Genre : Computers
File Size : 84. 75 MB
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grep kurz & gut ist die erste deutschsprachige Befehlsreferenz zu grep, dem mächtigen Such- und Filterungswerkzeug unter Unix. Jeder, der sich ausführlich zu den Möglichkeiten, die in grep stecken, informieren möchte, ist mit diesem Buch bestens bedient. Er erfährt, wie viele alltägliche Aufgaben mit grep ausgeführt werden können, von der Mail-Filterung über geschicktes Log-Management bis hin zur Malware-Analyse. Der Befehl grep stellt viele verschiedene Möglichkeiten bereit, Textstrings in einer Datei oder einem Ausgabestream zu finden. Diese Flexibilität macht grep zu einem mächtigen Tool, um das Vorhandensein von Informationen in Dateien zu ermitteln. Im Allgemeinen ist der Befehl grep nur dafür gedacht, Textausgaben oder Textdateien zu durchsuchen. Sie können auch Binärdateien (oder andere Nicht-Textdateien) durchsuchen, aber das Tool ist in dem Fall eingeschränkt. Tricks zum Durchsuchen von Binärdateien mit grep (also die Verwendung von String-Befehlen) werden ebenso in grep kurz & gut aufgezeigt. Sollte der Leser bereits mit der Arbeit mit grep vertraut sein, hilft ihm grep kurz & gut dabei, seine Kenntnisse aufzufrischen und mit grep besonders effizient zu arbeiten. Für grep-Einsteiger ist das vorliegende Buch eine hervorragende Möglichkeit, grep von Grund auf zu lernen und klug anzuwenden.

Kuckucksei

Author : Clifford Stoll
ISBN : 9783105607244
Genre : Fiction
File Size : 50. 69 MB
Format : PDF, Kindle
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›Kuckucksei‹ schildert bis ins Detail die hochdramatische Jagd nach deutschen Hackern, die in amerikanische Computernetze eingedrungen waren. Es ist der autobiografische Report eines amerikanischen Computercracks, der leidenschaftlich für die Sicherheit der Datennetze kämpft. (Dieser Text bezieht sich auf eine frühere Ausgabe.)

Intelligence And Security Informatics

Author : Hsinchun Chen
ISBN : 354040189X
Genre : Computers
File Size : 63. 35 MB
Format : PDF, ePub, Mobi
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This book constitutes the refereed proceedings of the First NSF/NIJ Symposium on Intelligence and Security Informatics, ISI 2003, held in Tucson, AZ, USA in June 2003.The 24 revised full papers and 16 revised short papers presented were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on data management and data mining, deception detection, analytical techniques, for crime detection, visualization, knowledge management and adoption, collaborative systems and methodologies, and monitoring and surveillance.

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