Network Security Through Data Analysis : From Data to Action by Michael Collins

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Subject Area
Data Analysis
Subject
Networks
ISBN
9781491962848
類別

關於產品

Product Identifiers

Publisher
O'reilly Media, Incorporated
ISBN-10
1491962844
ISBN-13
9781491962848
eBay Product ID (ePID)
234355777

Product Key Features

Number of Pages
425 Pages
Publication Name
Network Security Through Data Analysis : from Data to Action
Language
English
Publication Year
2017
Subject
Security / General, Security / Networking
Type
Textbook
Subject Area
Computers
Author
Michael Collins
Format
Trade Paperback

Dimensions

Item Height
0.9 in
Item Weight
25.5 Oz
Item Length
9 in
Item Width
7.1 in

Additional Product Features

Edition Number
2
Intended Audience
Scholarly & Professional
LCCN
2018-304668
Illustrated
Yes
Synopsis
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
LC Classification Number
TK5105.59

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