Network Security Through Data Analysis

Collins, Michael S. Michael S. Collins,

ISBN 10: 1491962844 / ISBN 13: 9781491962848

Editore: O'Reilly Media, Inc, USA, 2017

Network Security Through Data Analysis This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping. . Codice articolo 7719-9781491962848

Riassunto:

Traditional 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.

You'll learn how to:

• Use sensors to collect network, service, host, and active domain data
• Work with the SiLK toolset, Python, and other tools and techniques for manipulating data you collect
• Detect unusual phenomena through exploratory data analysis (EDA), using visualization and mathematical techniques
• Analyze text data, traffic behavior, and communications mistakes
• Identify significant structures in your network with graph analysis
• Examine insider threat data and acquire threat intelligence
• Map your network and identify significant hosts within it
• Work with operations to develop defenses and analysis techniques

Informazioni sull?autore:

Michael Collins is the chief scientist for RedJack, LLC., a NetworkSecurity and Data Analysis company located in the WashingtonD.C. area. Prior to his work at RedJack, Dr. Collins was a member ofthe technical staff at the CERT/Network Situational Awareness group at Carnegie Mellon University. His primary focus is on networkinstrumentation and traffic analysis, in particular on the analysis oflarge traffic datasets.Dr. Collins graduated with a PhD in Electrical Engineering fromCarnegie Mellon University in 2008, he holds Master's and Bachelor'sDegrees from the same institution.

Dati bibliografici

Titolo: Network Security Through Data Analysis
Casa editrice: O'Reilly Media, Inc, USA
Data di pubblicazione: 2017
Legatura: paperback
Condizione: Very Good
Edizione: seconda edizione