Book Name: Network Security Through Data Analysis: From Data to Action 2nd Edition
Author: Michael Collins
Publisher: O’Reilly Media
File format: PDF
Network Security Through Data Analysis: From Data to Action 2nd Edition Pdf Book Description:
Standard intrusion detection and logfile analysis are not sufficient to safeguard the complex networks. At the updated second edition of the technical manual, security researcher Michael Collins reveals InfoSec employees the most recent tools and techniques for assessing and collecting network traffic datasets. You will understand the way your system is utilized, and what activities are needed to harden and shield the systems inside it.
In three segments, this book examines the practice of organizing and collecting information, various tools such as evaluation, and lots of different analytical scenarios and processes. New chapters focus on busy observation and visitors manipulation, insider threat detection, data mining, regression and machine learning, along with other subjects.
Use detectors to collect network, support, server, and busy domain information
Work together with the SiLK toolset, Python, and other resources and techniques for manipulating information you accumulate
Detect strange phenomena through exploratory data analysis (EDA), utilizing mathematical and visualization techniques
Examine text information, traffic behaviour, and communications errors
Identify Substantial structures on your system with chart investigation
Examine insider hazard data and get threat intelligence
Map your system and identify Substantial hosts inside it
Utilize operations to develop defenses and investigation techniques
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