008 |
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180622s2017 caua b 001 0 eng d |
020 |
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|a9781491962848|cUSD49.99
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020 |
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|a1491962844 (pbk.)
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040 |
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|aYDX|beng|cYDX|dJRZ|dCOO|dCLE|dSINLB|dOCLCF|dHF9|dNOU
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050 |
4
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|aTK5105.59|b.C64 2017
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082 |
04
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|a005.8|223
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095 |
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|aLB|bLBF|cE019136|dTK5105.59|eC712|y2017|ffish|pBook|n1587
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100 |
1
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|aCollins, Michael|q(Michael Patrick),|eauthor.
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245 |
10
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|aNetwork security through data analysis :|bfrom data to action /|cMichael Collins.
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250 |
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|a2nd ed.
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260 |
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|aSebastopol, CA :|bO'Reilly Media,|c2017.
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300 |
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|axxii, 401 p. :|bill. ;|c24 cm.
|
504 |
|
|aIncludes bibliographical references and index.
|
505 |
0
|
|aPart 1. Data. Organizing data : vantage, domain, action, and validity -- Vantage : understanding sensor placement in networks -- Sensors in the network domain -- Data in the service domain -- Sensors in the service domain -- Data and sensors in the host domain -- Data and sensors in the active domain -- Part 2. Tools. Getting data in one place -- The SiLK suite -- Reference and lookup : tools for figuring out who someone is -- Part 3. Analytics. Exploratory data analysis and visualization -- On analyzing text -- On fumbling -- On volume and time -- On graphs -- On insider threat -- On threat intelligence -- Application identification -- On network mapping -- On working with Ops.
|
520 |
|
|aTraditional intrusion detection and logfile analysis are no longer enough to protect today’s complex networks. In the updated second edition of this practical guide, security researcher Michael Collins shows InfoSec personnel the latest techniques and tools for collecting and analyzing network traffic datasets. You’ll understand how your network is used, and what actions are necessary to harden and defend the systems within it. In three sections, this book examines the process of collecting and organizing data, various tools for analysis, and several different analytic scenarios and techniques. New chapters focus on active monitoring and traffic manipulation, insider threat detection, data mining, regression and machine learning, and other topics. -- Provided by publisher.
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650 |
0
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|aComputer networks|xSecurity measures.
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650 |
0
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|aCommunication|xNetwork analysis.
|