Understanding Intrusion Detection through Visualization - Stefan Axelsson, David Sands

Understanding Intrusion Detection through Visualization

Buch | Softcover
145 Seiten
2010 | Softcover reprint of hardcover 1st ed. 2006
Springer-Verlag New York Inc.
978-1-4419-3906-7 (ISBN)
106,99 inkl. MwSt
This monograph is the outgrowth of Stefan Axelson's PhD Dissertation at Chalmers University in Göteborg, Sweden. The dissertation, in turn collects a number of research efforts performed over a period of six years or so into a coherent whole. It was my honor to serve as the "opponent" at Dr. Axelsson's examination. In the Swedish system, it is the job of the opponent to place the candidate's work into a broader perspective, demonstrating its significance and contributions to the field and then to introduce the work to the attendees at the examination. This done, the candidate presents the technical details of the work and the opponent critiques the work giving the candidate the opportunity to defend it^. This forward is adapted from the introduction that I gave at the examination and should serve to acquaint the reader, not only with the work at hand, but also with the field to which it applies. The title of the work, "Under­ standing Intrusion Detection Through Visualization," is particularly telling. As is the case with any good piece of research, we hope to gain an understanding of a problem, not just a recipe or simple solution of immediate, but limited utility. For much of its formative period, computer security concentrated on devel­ oping systems that, in effect, embodied a fortress model of protection.

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.

Erscheint lt. Verlag 23.11.2010
Reihe/Serie Advances in Information Security ; 24
Zusatzinfo 34 Illustrations, black and white; XX, 145 p. 34 illus.
Verlagsort New York, NY
Sprache englisch
Maße 155 x 235 mm
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Informatik Grafik / Design Film- / Video-Bearbeitung
Mathematik / Informatik Informatik Netzwerke
Informatik Theorie / Studium Algorithmen
Informatik Theorie / Studium Kryptologie
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
ISBN-10 1-4419-3906-7 / 1441939067
ISBN-13 978-1-4419-3906-7 / 9781441939067
Zustand Neuware
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