Network Security Through Data Analysis

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Network Security Through Data Analysis


Network Security Through Data Analysis
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Network Security Through Data Analysis


Network Security Through Data Analysis
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File Size : 54,5 Mb
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Author : Michael Collins
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2017-09-08



Network Security Through Data Analysis written by Michael Collins and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-08 with Computers categories.


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

Network Security Through Data Analysis


Network Security Through Data Analysis
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File Size : 48,6 Mb
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Author : Michael S Collins
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2014-02-10



Network Security Through Data Analysis written by Michael S Collins and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-02-10 with Computers categories.


Traditional intrusion detection and logfile analysis are no longer enough to protect today’s complex networks. In this practical guide, security researcher Michael Collins shows you several techniques and tools for collecting and analyzing network traffic datasets. You’ll understand how your network is used, and what actions are necessary to protect and improve it. Divided into three sections, this book examines the process of collecting and organizing data, various tools for analysis, and several different analytic scenarios and techniques. It’s ideal for network administrators and operational security analysts familiar with scripting. Explore network, host, and service sensors for capturing security data Store data traffic with relational databases, graph databases, Redis, and Hadoop Use SiLK, the R language, and other tools for analysis and visualization Detect unusual phenomena through Exploratory Data Analysis (EDA) Identify significant structures in networks with graph analysis Determine the traffic that’s crossing service ports in a network Examine traffic volume and behavior to spot DDoS and database raids Get a step-by-step process for network mapping and inventory

Exam Prep For Network Security Through Data Analysis


Exam Prep For Network Security Through Data Analysis
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File Size : 43,7 Mb
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Author :
language : en
Publisher:
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Exam Prep For Network Security Through Data Analysis written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.




Ensuring Network Security Through The Use Of The Honeypot Technique


Ensuring Network Security Through The Use Of The Honeypot Technique
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File Size : 42,6 Mb
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Author : Rajalakshmi Selvaraj
language : en
Publisher: Cambridge Scholars Publishing
Release Date : 2019-11-29



Ensuring Network Security Through The Use Of The Honeypot Technique written by Rajalakshmi Selvaraj and has been published by Cambridge Scholars Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-29 with Computers categories.


In modern technology networks, security plays an important role in safeguarding data. Detecting the threats posed by hackers, and capturing the data about such attacks are known as the virtual honeypot. This book details the process, highlighting how to confuse the attackers and to direct them onto the wrong path.

Information Security Analytics


Information Security Analytics
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File Size : 46,8 Mb
Total Download : 860

Author : Mark Talabis
language : en
Publisher: Syngress
Release Date : 2014-11-25



Information Security Analytics written by Mark Talabis and has been published by Syngress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-25 with Computers categories.


Information Security Analytics gives you insights into the practice of analytics and, more importantly, how you can utilize analytic techniques to identify trends and outliers that may not be possible to identify using traditional security analysis techniques. Information Security Analytics dispels the myth that analytics within the information security domain is limited to just security incident and event management systems and basic network analysis. Analytic techniques can help you mine data and identify patterns and relationships in any form of security data. Using the techniques covered in this book, you will be able to gain security insights into unstructured big data of any type. The authors of Information Security Analytics bring a wealth of analytics experience to demonstrate practical, hands-on techniques through case studies and using freely-available tools that will allow you to find anomalies and outliers by combining disparate data sets. They also teach you everything you need to know about threat simulation techniques and how to use analytics as a powerful decision-making tool to assess security control and process requirements within your organization. Ultimately, you will learn how to use these simulation techniques to help predict and profile potential risks to your organization. Written by security practitioners, for security practitioners Real-world case studies and scenarios are provided for each analytics technique Learn about open-source analytics and statistical packages, tools, and applications Step-by-step guidance on how to use analytics tools and how they map to the techniques and scenarios provided Learn how to design and utilize simulations for "what-if" scenarios to simulate security events and processes Learn how to utilize big data techniques to assist in incident response and intrusion analysis

Network Security First Step


Network Security First Step
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File Size : 50,8 Mb
Total Download : 762

Author : Tom Thomas
language : en
Publisher: Cisco Press
Release Date : 2004



Network Security First Step written by Tom Thomas and has been published by Cisco Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Computers categories.


Provides information on the basics of computer network security, covering such topics as hackers, security policies, security technologies, firewalls, routers, VPNs, wireless security, and honeypots.

Applied Network Security Monitoring


Applied Network Security Monitoring
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File Size : 48,5 Mb
Total Download : 698

Author : Chris Sanders
language : en
Publisher: Elsevier
Release Date : 2013-11-26



Applied Network Security Monitoring written by Chris Sanders and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-26 with Computers categories.


Applied Network Security Monitoring is the essential guide to becoming an NSM analyst from the ground up. This book takes a fundamental approach to NSM, complete with dozens of real-world examples that teach you the key concepts of NSM. Network security monitoring is based on the principle that prevention eventually fails. In the current threat landscape, no matter how much you try, motivated attackers will eventually find their way into your network. At that point, it is your ability to detect and respond to that intrusion that can be the difference between a small incident and a major disaster. The book follows the three stages of the NSM cycle: collection, detection, and analysis. As you progress through each section, you will have access to insights from seasoned NSM professionals while being introduced to relevant, practical scenarios complete with sample data. If you've never performed NSM analysis, Applied Network Security Monitoring will give you an adequate grasp on the core concepts needed to become an effective analyst. If you are already a practicing analyst, this book will allow you to grow your analytic technique to make you more effective at your job. Discusses the proper methods for data collection, and teaches you how to become a skilled NSM analyst Provides thorough hands-on coverage of Snort, Suricata, Bro-IDS, SiLK, and Argus Loaded with practical examples containing real PCAP files you can replay, and uses Security Onion for all its lab examples Companion website includes up-to-date blogs from the authors about the latest developments in NSM