Security Data Visualization: Graphical Techniques for Network Analysis

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Format :
Illustrated,
Label:No Starch Press
Languages:
English,English,English,
Manufacturer: No Starch Press

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Product Description:
Information overload. If you're responsible for maintaining your network's security, you're living with it every day. Logs, alerts, packet captures, and even binary files take time and effort to analyze using text-based tools--and once your analysis is complete, the picture isn't always clear, or timely. And time is of the essence.

Information visualization is a branch of computer science concerned with modeling complex data using interactive images. When applied to network data, these interactive graphics allow administrators to quickly analyze, understand, and respond to emerging threats and vulnerabilities.

Security Data Visualization is a well-researched and richly illustrated introduction to the field. Greg Conti, creator of the network and security visualization tool RUMINT, shows you how to graph and display network data using a variety of tools so that you can understand complex datasets at a glance. And once you've seen what a network attack looks like, you'll have a better understanding of its low-level behavior--like how vulnerabilities are exploited and how worms and viruses propagate.

You'll learn how to use visualization techniques to:

Audit your network for vulnerabilities using free visualization tools, such as AfterGlow and RUMINT

See the underlying structure of a text file and explore the faulty security behavior of a Microsoft Word document

Gain insight into large amounts of low-level packet data

Identify and dissect port scans, Nessus vulnerability assessments, and Metasploit attacks

View the global spread of the Sony rootkit, analyze antivirus effectiveness, and monitor widespread network attacks

View and analyze firewall and intrusion detection system (IDS) logs

Security visualization systems display data in ways that are illuminating to both professionals and amateurs. Once you've finished reading this book, you'll understand how visualization can make your response to security threats faster and more effective.

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Security Data Visualization: Graphical Techniques for Network Analysis

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	Customer Reviews: Average Rating: Rating : - A description of essential tools and skills needed by the network manager When I was teaching networking and we reached the section on traffic analysis, there was a significant problem. If I set up a situation where the traffic was minimal and focused, then the structure was too artificial and unrealistic for the students to really learn anything. However, if the situation was set up so that it was a natural situation there was too much traffic for any kind of educational analysis. This is a common problem in any endeavor where there is a lot of data and the only solution is to use tools that process the data and present it in an understandable form. Sometimes that form is simple aggregation such as the computation of the mean and standard deviation, but in most cases that is too broad an aggregation. The general need is for the data to be partitioned and then the elements of the partition processed/aggregated. In most cases, the best solution is to have the data presented in a visual form where it is possible to understand it using only a prolonged glance. There are tools and techniques that will collect the data of network traffic and then process it into a form that is visual in nature. Conti describes many of these tools and techniques, including some of the ways that the attackers can send signals that will obfuscate the messages of the attack. At this time, I am not teaching networking, but if and when I do, the tools and techniques that Conti describes in this book will be a fundamental component of the content. The ability to use such tools is now an essential skill that no network administrator can be without. + See Full Customer Review

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