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  <titleInfo>
    <title>Threat forecasting : leveraging big data for predictive analysis</title>
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  <name type="personal">
    <namePart>Pirc, John</namePart>
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  <name type="personal">
    <namePart>DeSanto, David</namePart>
    <role>
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  </name>
  <name type="personal">
    <namePart>Davison, Iain</namePart>
    <role>
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  </name>
  <name type="personal">
    <namePart>Gragido, Will</namePart>
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  <genre authority="">Electronic books.</genre>
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    <dateIssued encoding="marc">2016</dateIssued>
    <issuance>monographic</issuance>
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  <abstract>This book discusses the danger of using historic data as the basis for predicting future breaches, how to use security intelligence as a tool to develop threat forecasting techniques, and how to use threat data visualization techniques and threat simulation tools.</abstract>
  <tableOfContents>Front Cover; Threat Forecasting: Leveraging Big Data for Predictive Analysis; Copyright; Contents; About the Authors; Foreword; Why Threat Forecasting is Relevant; What You Will Learn and How You Will Benefit; Preface; Book Organization and Structure; Closing Thoughts; Acknowledgments; Chapter 1: Navigating Todays Threat Landscape; Introduction; Why Threat Forecasting; The Effects of a Data Breach; Barriers to Adopting Threat Forecasting Practices; Going Beyond Historical Threat Reporting; Timing; Generalization; The State of Regulatory Compliance; Industry Specific Guidelines.</tableOfContents>
  <tableOfContents>Healthcare InstitutionsFinancial Institutions; Cyber Security Information Sharing Legislation: Watch this Space; Best Practices, Standards, and Frameworks; PCI DSS; NIST Cyber Security Framework; Defense in Depth; Tier 1 Security Technologies; Tier 2 Security Technologies; Update and Evaluate Security Products and Technologies; Cyber Security and the Human Factor; Today's Information Assurance Needs; Chapter 2: Threat Forecasting; Synopsis; Introduction; Threat Forecasting; Dangers of Technology Sprawl; High Speed Big Data Collection and Surveillance; Threat Epidemiology.</tableOfContents>
  <tableOfContents>High Frequency Security AlgorithmsSummary; Chapter 3: Security Intelligence; Synopsis; Introduction; Security Intelligence; Information Vetting; KPIs; Programs; Scripts; Shortcuts; Other; Office Macros; Do It Yourself (DIY) Security Intelligence; Build; Buy; Partner; Key Indicator Attributes; Dissemination of Intelligence; Summary; Chapter 4: Identifying Knowledge Elements; Synopsis; Introduction; Defining Knowledge Elements; Intelligence Versus Information; A Quick Note About the Signal-to-Noise Ratio Metaphor; A Brief Note on IOCs and IOIs.</tableOfContents>
  <tableOfContents>Identifying Something Important Through the Use of IOAs, IOCs, and IOIsTypes of Knowledge Elements; IOA or Pre-attack Indicators; Indicators of Compromise; Indicators of Interest; Publicly Defined Knowledge Elements; OpenIOC; How It Works; How Do You Get It; Incident Object Description Exchange Format (RFC5070); IODEF Data Model; IODEF Implementation; IOCBucket.com; Cyber Observable eXpression; Summary; Chapter 5: Knowledge Sharing and Community Support; Synopsis; Introduction; Sharing Knowledge Elements; Advantages; Disadvantages; Community Sharing; VERIS; OpenIOC; TAXII; STIX; CybOX.</tableOfContents>
  <tableOfContents>Commercial OfferingsStaying Ahead of the Adversary; Summary; Chapter 6: Data Visualization; Synopsis; Introduction; Common Methods; Big Data Analytics; Interactive Visualization; Not Just For the Boardroom; Summary; Chapter 7: Data Simulation; Synopsis; Introduction; Traffic Simulation vs Emulation; Environmental; Flow; Data Sandboxes; Analytic Engines; Quantum Computing; Summary; Chapter 8: Kill Chain Modeling; Synopsis; Introduction; Key Components of Kill Chain Modeling; Leveraging Big Data; Tools Available; Maltego; Splunk; OpenGraphiti; Creation of Data Files; STIX; Kill Chains in STIX.</tableOfContents>
  <note type="statement of responsibility">John Pirc, David DeSanto, Iain Davison, Will Gragido.</note>
  <note>Includes index.</note>
  <note>Includes bibliographical references and index.</note>
  <subject authority="lcsh">
    <topic>Computer security</topic>
  </subject>
  <subject authority="lcsh">
    <topic>Big data</topic>
  </subject>
  <subject authority="bisacsh">
    <topic>COMPUTERS</topic>
    <topic>Security</topic>
    <topic>Networking</topic>
  </subject>
  <subject authority="fast">
    <topic>Big data</topic>
  </subject>
  <subject authority="fast">
    <topic>Computer security</topic>
  </subject>
  <classification authority="lcc">QA76.9.A25</classification>
  <classification authority="ddc" edition="23">005.8</classification>
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      <title>Threat Forecasting : Leveraging Big Data for Predictive Analysis</title>
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      <publisher>Saint Louis : Elsevier Science, �2016</publisher>
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  <identifier type="isbn">9780128004784</identifier>
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    <recordIdentifier source="OCoLC">ocn950518678</recordIdentifier>
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