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Understanding Intrusion Detection through Visualization Stefan Axelsson

Understanding Intrusion Detection through Visualization By Stefan Axelsson

Understanding Intrusion Detection through Visualization by Stefan Axelsson


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Summary

Computer security - the protection of data and computer systems from intentional, malicious intervention - is attracting increasing attention. This book analyzes the false alarm problem, then applies results from the field of information visualization to the problem of intrusion detection.

Understanding Intrusion Detection through Visualization Summary

Understanding Intrusion Detection through Visualization by Stefan Axelsson

Computer security - the protection of data and computer systems from intentional, malicious intervention - is attracting increasing attention. Much work has gone into development of tools to detect ongoing or already perpetrated attacks, but a key shortfall in current intrusion detection systems is the high number of false alarms they produce. This book analyzes the false alarm problem, then applies results from the field of information visualization to the problem of intrusion detection. Four different visualization approaches are presented, mainly applied to data from web server access logs.

Table of Contents

An Introduction to Intrusion Detection.- The Base-Rate Fallacy and the Difficulty of Intrusion Detection.- Visualizing Intrusions: Watching the Webserver.- Combining a Bayesian Classifier with Visualization: Understanding the IDS.- Visualizing the Inner Workings of a Self Learning Classifier: Improving the Usability of Intrusion Detection Systems.- Visualization for Intrusion Detection-Hooking the Worm.- Epilogue.

Additional information

NLS9781441939067
9781441939067
1441939067
Understanding Intrusion Detection through Visualization by Stefan Axelsson
New
Paperback
Springer-Verlag New York Inc.
2010-11-23
145
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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