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" Big data analytics in cybersecurity / "
edited by Onur Savas, Julia Deng.
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BL
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| Record Number
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852070
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| Title & Author
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Big data analytics in cybersecurity /\ edited by Onur Savas, Julia Deng.
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| Publication Statement
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Boca Raton, FL :: CRC Press,, [2017]
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| Series Statement
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Data analytics applications
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| Page. NO
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xvi, 336 pages ;; 24 cm
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| ISBN
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1315154374
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: 1498772129
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: 1498772161
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: 9781315154374
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: 9781498772129
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: 9781498772167
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9781315154374
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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The power of big data in cybersecurity -- Big data analytics for network forensics -- Dynamic analytics-driven assessment of vulnerabilities and exploitation -- Big data analytics for mobile app security -- Machine unlearning: repairing learning models in adversarial -- Environments -- Cybersecurity training -- Machine unlearning: repairing learning models in adversarial environments -- Big data analytics for mobile app security -- Security, privacy and trust in cloud computing: challenges and solutions -- Cybersecurity in internet of things (IOT) -- Data visualization for cyber security -- Analyzing deviant socio-technical behaviors using social network analysis and cyber forensics-based methodologies -- Security tools -- Data and research initiatives for cybersecurity analysis.
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| Abstract
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Big data is presenting challenges to cybersecurity. For an example, the Internet of Things (loT) will reportedly soon generate a staggering 400 zettabytes (ZB) of data per year. Self-driving cars are predicted to churn out 4000 GB of data per hour of driving. Big data analytics, as an emerging analytical technology, offers the capability to collect, store, process, and visualize these vast amounts of data. Big Data Analytics in Cybersecurity examines security challenges surrounding big data and provides actionable insights that can be used to improve the current practices of network operators and administrators. Applying big data analytics in cybersecurity is critical. By exploiting data from the networks and computers, analysts can discover useful network information from data. Decision makers can make more informed decisions by using this analysis, including what actions need to be performed, and improvement recommendations to policies, guidelines, procedures, tools, and other aspects of the network processes. Bringing together experts from academia, government laboratories, and industry, the book provides insight to both new and more experienced security professionals, as well as data analytics professionals who have varying levels of cybersecurity expertise. It covers a wide range of topics in cybersecurity, which include: Network forensics, Threat analysis, Vulnerability assessment, Visualization, Cyber training In addition, emerging security domains such as the loT, cloud computing, fog computing, mobile computing, and cyber-social networks are examined. The book first focuses on how big data analytics can be used in different aspects of cybersecurity including network forensics, root-cause analysis, and security training. Next it discusses big data challenges and solutions in such emerging cybersecurity domains as fog computing, loT, and mobile app security. The book concludes by presenting the tools and datasets for future cybersecurity research. Book jacket.
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Big data.
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Computer networks-- Security measures.
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Computer security.
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Database security.
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Information technology-- Management.
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Big Data
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Big data.
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Computer networks-- Security measures.
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Computer security.
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Database security.
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Datenanalyse
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Datensicherung
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Information technology-- Management.
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| Dewey Classification
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005.8
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| LC Classification
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QA76.9.A25B54 2017
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| Added Entry
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Deng, Julia
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Savas, Onur
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