anomalyDetection: Implementation of Augmented Network Log Anomaly Detection Procedures

Implements procedures to aid in detecting network log anomalies. By combining various multivariate analytic approaches relevant to network anomaly detection, it provides cyber analysts efficient means to detect suspected anomalies requiring further evaluation.

Version: 0.1.2
Depends: R (≥ 2.10)
Imports: stats, MASS, magrittr, plyr, gmp, caret, matrixStats, qdapTools, dplyr, purrr, tibble, RColorBrewer, tidyverse, gplots
Suggests: testthat, knitr, rmarkdown
Published: 2017-07-08
Author: Bradley Boehmke [aut, cre], Robert Gutierrez [aut], Kenneth Bauer [ctb], Trevor Bihl [ctb], Cade Saie [ctb]
Maintainer: Bradley Boehmke <bradleyboehmke at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Materials: README
CRAN checks: anomalyDetection results


Reference manual: anomalyDetection.pdf
Vignettes: Introduction
Package source: anomalyDetection_0.1.2.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
OS X El Capitan binaries: r-release: anomalyDetection_0.1.2.tgz
OS X Mavericks binaries: r-oldrel: anomalyDetection_0.1.2.tgz
Old sources: anomalyDetection archive


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