Data Mining and Data Analysis for Counterterrorism

Data Mining and Data Analysis for Counterterrorism

Author: Mary DeRosa

Publisher: Center for Strategic & International Studies

Published: 2004

Total Pages: 40

ISBN-13:

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Defeating terrorism requires a nimble intelligence apparatus that operates actively within the United States and makes use of advanced information technology. Data-mining and automated data-analysis techniques are powerful tools for intelligence and law enforcement officials fighting terrorism. But these tools also generate controversy and concern. They make analysis of data--including private data--easier and more powerful, and this can make private data more useful and attractive to the government. Data mining and data analysis are simply too valuable to prohibit, but they should not be embraced without guidelines and controls for their use. Policymakers must acquire an understanding of data-mining and automated data-analysis tools so that they can craft policy that encourages responsible use and sets parameters for that use. This report makes practical recommendation for such guidelines and controls.


Book Synopsis Data Mining and Data Analysis for Counterterrorism by : Mary DeRosa

Download or read book Data Mining and Data Analysis for Counterterrorism written by Mary DeRosa and published by Center for Strategic & International Studies. This book was released on 2004 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: Defeating terrorism requires a nimble intelligence apparatus that operates actively within the United States and makes use of advanced information technology. Data-mining and automated data-analysis techniques are powerful tools for intelligence and law enforcement officials fighting terrorism. But these tools also generate controversy and concern. They make analysis of data--including private data--easier and more powerful, and this can make private data more useful and attractive to the government. Data mining and data analysis are simply too valuable to prohibit, but they should not be embraced without guidelines and controls for their use. Policymakers must acquire an understanding of data-mining and automated data-analysis tools so that they can craft policy that encourages responsible use and sets parameters for that use. This report makes practical recommendation for such guidelines and controls.

Web Data Mining and Applications in Business Intelligence and Counter-Terrorism

Web Data Mining and Applications in Business Intelligence and Counter-Terrorism

Author: Bhavani Thuraisingham

Publisher: CRC Press

Published: 2003-06-26

Total Pages: 542

ISBN-13: 0203499514

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The explosion of Web-based data has created a demand among executives and technologists for methods to identify, gather, analyze, and utilize data that may be of value to corporations and organizations. The emergence of data mining, and the larger field of Web mining, has businesses lost within a confusing maze of mechanisms and strategies for obta


Book Synopsis Web Data Mining and Applications in Business Intelligence and Counter-Terrorism by : Bhavani Thuraisingham

Download or read book Web Data Mining and Applications in Business Intelligence and Counter-Terrorism written by Bhavani Thuraisingham and published by CRC Press. This book was released on 2003-06-26 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: The explosion of Web-based data has created a demand among executives and technologists for methods to identify, gather, analyze, and utilize data that may be of value to corporations and organizations. The emergence of data mining, and the larger field of Web mining, has businesses lost within a confusing maze of mechanisms and strategies for obta

Protecting Individual Privacy in the Struggle Against Terrorists

Protecting Individual Privacy in the Struggle Against Terrorists

Author: National Research Council

Publisher: National Academies Press

Published: 2008-10-26

Total Pages: 377

ISBN-13: 0309124883

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All U.S. agencies with counterterrorism programs that collect or "mine" personal data-such as phone records or Web sites visited-should be required to evaluate the programs' effectiveness, lawfulness, and impacts on privacy. A framework is offered that agencies can use to evaluate such information-based programs, both classified and unclassified. The book urges Congress to re-examine existing privacy law to assess how privacy can be protected in current and future programs and recommends that any individuals harmed by violations of privacy be given a meaningful form of redress. Two specific technologies are examined: data mining and behavioral surveillance. Regarding data mining, the book concludes that although these methods have been useful in the private sector for spotting consumer fraud, they are less helpful for counterterrorism because so little is known about what patterns indicate terrorist activity. Regarding behavioral surveillance in a counterterrorist context, the book concludes that although research and development on certain aspects of this topic are warranted, there is no scientific consensus on whether these techniques are ready for operational use at all in counterterrorism.


Book Synopsis Protecting Individual Privacy in the Struggle Against Terrorists by : National Research Council

Download or read book Protecting Individual Privacy in the Struggle Against Terrorists written by National Research Council and published by National Academies Press. This book was released on 2008-10-26 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: All U.S. agencies with counterterrorism programs that collect or "mine" personal data-such as phone records or Web sites visited-should be required to evaluate the programs' effectiveness, lawfulness, and impacts on privacy. A framework is offered that agencies can use to evaluate such information-based programs, both classified and unclassified. The book urges Congress to re-examine existing privacy law to assess how privacy can be protected in current and future programs and recommends that any individuals harmed by violations of privacy be given a meaningful form of redress. Two specific technologies are examined: data mining and behavioral surveillance. Regarding data mining, the book concludes that although these methods have been useful in the private sector for spotting consumer fraud, they are less helpful for counterterrorism because so little is known about what patterns indicate terrorist activity. Regarding behavioral surveillance in a counterterrorist context, the book concludes that although research and development on certain aspects of this topic are warranted, there is no scientific consensus on whether these techniques are ready for operational use at all in counterterrorism.

Investigative Data Mining for Security and Criminal Detection

Investigative Data Mining for Security and Criminal Detection

Author: Jesus Mena

Publisher: Butterworth-Heinemann

Published: 2003

Total Pages: 476

ISBN-13: 9780750676137

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Publisher Description


Book Synopsis Investigative Data Mining for Security and Criminal Detection by : Jesus Mena

Download or read book Investigative Data Mining for Security and Criminal Detection written by Jesus Mena and published by Butterworth-Heinemann. This book was released on 2003 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: Publisher Description

Intelligent Data Analytics for Terror Threat Prediction

Intelligent Data Analytics for Terror Threat Prediction

Author: Subhendu Kumar Pani

Publisher: John Wiley & Sons

Published: 2021-02-09

Total Pages: 352

ISBN-13: 1119711096

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Intelligent data analytics for terror threat prediction is an emerging field of research at the intersection of information science and computer science, bringing with it a new era of tremendous opportunities and challenges due to plenty of easily available criminal data for further analysis. This book provides innovative insights that will help obtain interventions to undertake emerging dynamic scenarios of criminal activities. Furthermore, it presents emerging issues, challenges and management strategies in public safety and crime control development across various domains. The book will play a vital role in improvising human life to a great extent. Researchers and practitioners working in the fields of data mining, machine learning and artificial intelligence will greatly benefit from this book, which will be a good addition to the state-of-the-art approaches collected for intelligent data analytics. It will also be very beneficial for those who are new to the field and need to quickly become acquainted with the best performing methods. With this book they will be able to compare different approaches and carry forward their research in the most important areas of this field, which has a direct impact on the betterment of human life by maintaining the security of our society. No other book is currently on the market which provides such a good collection of state-of-the-art methods for intelligent data analytics-based models for terror threat prediction, as intelligent data analytics is a newly emerging field and research in data mining and machine learning is still in the early stage of development.


Book Synopsis Intelligent Data Analytics for Terror Threat Prediction by : Subhendu Kumar Pani

Download or read book Intelligent Data Analytics for Terror Threat Prediction written by Subhendu Kumar Pani and published by John Wiley & Sons. This book was released on 2021-02-09 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent data analytics for terror threat prediction is an emerging field of research at the intersection of information science and computer science, bringing with it a new era of tremendous opportunities and challenges due to plenty of easily available criminal data for further analysis. This book provides innovative insights that will help obtain interventions to undertake emerging dynamic scenarios of criminal activities. Furthermore, it presents emerging issues, challenges and management strategies in public safety and crime control development across various domains. The book will play a vital role in improvising human life to a great extent. Researchers and practitioners working in the fields of data mining, machine learning and artificial intelligence will greatly benefit from this book, which will be a good addition to the state-of-the-art approaches collected for intelligent data analytics. It will also be very beneficial for those who are new to the field and need to quickly become acquainted with the best performing methods. With this book they will be able to compare different approaches and carry forward their research in the most important areas of this field, which has a direct impact on the betterment of human life by maintaining the security of our society. No other book is currently on the market which provides such a good collection of state-of-the-art methods for intelligent data analytics-based models for terror threat prediction, as intelligent data analytics is a newly emerging field and research in data mining and machine learning is still in the early stage of development.

Intelligence and Security Informatics

Intelligence and Security Informatics

Author: Paul Kantor

Publisher: Springer Science & Business Media

Published: 2005-05-12

Total Pages: 692

ISBN-13: 3540259996

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This book constitutes the refereed proceedings of the IEEE International Conference on Intelligence and Security Informatics, ISI 2005, held in Atlanta, GA, USA in May 2005. The 28 revised full papers, 34 revised short papers, and 32 poster abstracts presented were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on data and text mining, infrastructure protection and emergency response, information management and security education, deception detection and authorship analysis, monitoring and surveillance, and terrorism informatics.


Book Synopsis Intelligence and Security Informatics by : Paul Kantor

Download or read book Intelligence and Security Informatics written by Paul Kantor and published by Springer Science & Business Media. This book was released on 2005-05-12 with total page 692 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the IEEE International Conference on Intelligence and Security Informatics, ISI 2005, held in Atlanta, GA, USA in May 2005. The 28 revised full papers, 34 revised short papers, and 32 poster abstracts presented were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on data and text mining, infrastructure protection and emergency response, information management and security education, deception detection and authorship analysis, monitoring and surveillance, and terrorism informatics.

Terrorism Informatics

Terrorism Informatics

Author: Hsinchun Chen

Publisher: Springer Science & Business Media

Published: 2008-06-17

Total Pages: 590

ISBN-13: 0387716130

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This book is nothing less than a complete and comprehensive survey of the state-of-the-art of terrorism informatics. It covers the application of advanced methodologies and information fusion and analysis. It also lays out techniques to acquire, integrate, process, analyze, and manage the diversity of terrorism-related information for international and homeland security-related applications. The book details three major areas of terrorism research: prevention, detection, and established governmental responses to terrorism. It systematically examines the current and ongoing research, including recent case studies and application of terrorism informatics techniques. The coverage then presents the critical and relevant social/technical areas to terrorism research including social, privacy, data confidentiality, and legal challenges.


Book Synopsis Terrorism Informatics by : Hsinchun Chen

Download or read book Terrorism Informatics written by Hsinchun Chen and published by Springer Science & Business Media. This book was released on 2008-06-17 with total page 590 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is nothing less than a complete and comprehensive survey of the state-of-the-art of terrorism informatics. It covers the application of advanced methodologies and information fusion and analysis. It also lays out techniques to acquire, integrate, process, analyze, and manage the diversity of terrorism-related information for international and homeland security-related applications. The book details three major areas of terrorism research: prevention, detection, and established governmental responses to terrorism. It systematically examines the current and ongoing research, including recent case studies and application of terrorism informatics techniques. The coverage then presents the critical and relevant social/technical areas to terrorism research including social, privacy, data confidentiality, and legal challenges.

Predictive Analytics and Homeland Security Applications

Predictive Analytics and Homeland Security Applications

Author: Colleen McCue

Publisher: CRC Press

Published: 2010-08-15

Total Pages: 352

ISBN-13: 9781420078657

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Predictive analytics and data mining technologies and techniques are increasingly being used by the intelligence, counterterrorism, national security and law enforcement communities as part of standard operating procedures. Used appropriately by trained analysts, this technology can do much to unearth patterns in fraud and financial computer crimes, as well as with regard to suspicious activities. Written by a known expert, this work helps agencies become familiar with advanced data mining and provides trainees with a manual covering the use of data mining in operational and investigative procedures. Building on concepts from the author’s previously published work, this volume offers a look into specific predictive analytic techniques, fully explaining how the techniques can be used to combat criminal activity and terrorism. To reinforce the training, it discusses detailed cases in which analysis was used to research and uncover criminal activity and events. The author examines many real-world issues including the debate over security concerns versus legal and privacy issues.


Book Synopsis Predictive Analytics and Homeland Security Applications by : Colleen McCue

Download or read book Predictive Analytics and Homeland Security Applications written by Colleen McCue and published by CRC Press. This book was released on 2010-08-15 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Predictive analytics and data mining technologies and techniques are increasingly being used by the intelligence, counterterrorism, national security and law enforcement communities as part of standard operating procedures. Used appropriately by trained analysts, this technology can do much to unearth patterns in fraud and financial computer crimes, as well as with regard to suspicious activities. Written by a known expert, this work helps agencies become familiar with advanced data mining and provides trainees with a manual covering the use of data mining in operational and investigative procedures. Building on concepts from the author’s previously published work, this volume offers a look into specific predictive analytic techniques, fully explaining how the techniques can be used to combat criminal activity and terrorism. To reinforce the training, it discusses detailed cases in which analysis was used to research and uncover criminal activity and events. The author examines many real-world issues including the debate over security concerns versus legal and privacy issues.

Data Mining for Intelligence, Fraud & Criminal Detection

Data Mining for Intelligence, Fraud & Criminal Detection

Author: Christopher Westphal

Publisher: CRC Press

Published: 2008-12-22

Total Pages: 450

ISBN-13: 1420067249

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In 2004, the Government Accountability Office provided a report detailing approximately 200 government-based data-mining projects. While there is comfort in knowing that there are many effective systems, that comfort isn‘t worth much unless we can determine that these systems are being effectively and responsibly employed.Written by one of the most


Book Synopsis Data Mining for Intelligence, Fraud & Criminal Detection by : Christopher Westphal

Download or read book Data Mining for Intelligence, Fraud & Criminal Detection written by Christopher Westphal and published by CRC Press. This book was released on 2008-12-22 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 2004, the Government Accountability Office provided a report detailing approximately 200 government-based data-mining projects. While there is comfort in knowing that there are many effective systems, that comfort isn‘t worth much unless we can determine that these systems are being effectively and responsibly employed.Written by one of the most

Counterterrorism and Cybersecurity

Counterterrorism and Cybersecurity

Author: Newton Lee

Publisher: Springer

Published: 2015-04-07

Total Pages: 489

ISBN-13: 3319172441

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From 9/11 to Charlie Hebdo along with Sony-pocalypse and DARPA's $2 million Cyber Grand Challenge, this book examines counterterrorism and cyber security history, strategies and technologies from a thought-provoking approach that encompasses personal experiences, investigative journalism, historical and current events, ideas from thought leaders and the make-believe of Hollywood such as 24, Homeland and The Americans. President Barack Obama also said in his 2015 State of the Union address, "We are making sure our government integrates intelligence to combat cyber threats, just as we have done to combat terrorism. In this new edition, there are seven completely new chapters, including three new contributed chapters by healthcare chief information security officer Ray Balut and Jean C. Stanford, DEF CON speaker Philip Polstra and security engineer and Black Hat speaker Darren Manners, as well as new commentaries by communications expert Andy Marken and DEF CON speaker Emily Peed. The book offers practical advice for businesses, governments and individuals to better secure the world and protect cyberspace.


Book Synopsis Counterterrorism and Cybersecurity by : Newton Lee

Download or read book Counterterrorism and Cybersecurity written by Newton Lee and published by Springer. This book was released on 2015-04-07 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: From 9/11 to Charlie Hebdo along with Sony-pocalypse and DARPA's $2 million Cyber Grand Challenge, this book examines counterterrorism and cyber security history, strategies and technologies from a thought-provoking approach that encompasses personal experiences, investigative journalism, historical and current events, ideas from thought leaders and the make-believe of Hollywood such as 24, Homeland and The Americans. President Barack Obama also said in his 2015 State of the Union address, "We are making sure our government integrates intelligence to combat cyber threats, just as we have done to combat terrorism. In this new edition, there are seven completely new chapters, including three new contributed chapters by healthcare chief information security officer Ray Balut and Jean C. Stanford, DEF CON speaker Philip Polstra and security engineer and Black Hat speaker Darren Manners, as well as new commentaries by communications expert Andy Marken and DEF CON speaker Emily Peed. The book offers practical advice for businesses, governments and individuals to better secure the world and protect cyberspace.