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Data mining / Anomaly detection / Misuse detection / Intrusion detection system / Synthetic data / Host-based intrusion detection system / Feature / Information / Data security / Statistics / Information technology management


Learning Classifiers for Misuse and Anomaly Detection Using a Bag of System Calls Representation
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Document Date: 2006-01-26 18:38:00


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File Size: 688,66 KB

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City

Tahoe City / San Antonio / New York / Antonio / Washington / D.C. / Berlin / Ames / /

Company

Computer Science Laboratory / S. Forrest S. A. / MIT Lincoln Labs / Morgan Kaufmann Publishers Inc. / McGraw-Hill / SRI International / Oxford University Press / /

Currency

USD / /

Facility

Massachusetts Institute of Technology Lincoln Lab / University of New Mexico / Iowa State University / A. UNM System System Call Sequences The University of New Mexico / /

IndustryTerm

detection systems / immune systems / data mining framework / machine learning algorithms / intrusion detection systems / neural networks / rule learning algorithm / data mining / reported data mining / system utilities e.g. / machine learning algorithm / email server / intrusion detection algorithms / mining / computing / implement intrusion detection systems / communication networks / learning algorithm / explored data mining / learning algorithms / /

OperatingSystem

Linux / DoS / Solaris / /

Organization

Chalmers Univ. / National Science Foundation / West Point / MIT / United States Military Academy / Massachusetts Institute of Technology / Iowa State University / Department of Computer Science / University of New Mexico / Oxford University / IEEE Computer Society / /

Person

Doug Fuller / M. A. Zissman / R. K. Cunningham / Lincoln Lab / S. E. Webster / I. Graf / D. J. Fried / K. R. Kendall / M. Slagell / V / /

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Position

centralized director / system administrator / director for suspicious system activities / intrusion-detection model / ” IEEE Trans / /

ProvinceOrState

New York / New Mexico / Iowa / Massachusetts / /

PublishedMedium

Machine Learning / /

Technology

expert system / machine learning algorithms / Naive Bayes learning algorithm / machine learning algorithm / Linux / sliding windows / machine learning / operating system / intrusion detection algorithms / learning algorithm / data mining / rule learning algorithm / Naive Bayes Multinomial algorithms / one class Naive Bayes algorithm / /

URL

http /

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