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: 0.1.0
Depends: R (≥ 2.10)
Imports: stats, MASS, magrittr, plyr, gmp, caret, matrixStats, qdapTools, dplyr, purrr, tibble, RColorBrewer, tidyverse, gplots
Suggests: testthat, knitr, rmarkdown
Published: 2017-03-20
Author: Authors@R: c( person("Bradley", "Boehmke", email = "bradleyboehmke@gmail.com", role = c("aut", "cre")), person("Robert", "Gutierrez", email = "rjgutierrez2015@gmail.com", role = c("aut", "cre"), person("Kenneth", "Bauer", email = "kenneth.bauer@afit.edu", role = c("ctb"), person("Trevor", "Bihl", email = "trevor.bihl.2@us.af.mil", role = c("ctb"), person("Cade", "Saie", email = "cade.saie@gmail.com", role = c("ctb")) )
Maintainer: Bradley Boehmke <bradleyboehmke at gmail.com>
BugReports: https://github.com/bradleyboehmke/anomalyDetection/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/bradleyboehmke/anomalyDetection
NeedsCompilation: no
Materials: README
CRAN checks: anomalyDetection results

Downloads:

Reference manual: anomalyDetection.pdf
Vignettes: Introduction
Package source: anomalyDetection_0.1.0.tar.gz
Windows binaries: r-devel: anomalyDetection_0.1.0.zip, r-release: anomalyDetection_0.1.0.zip, r-oldrel: anomalyDetection_0.1.0.zip
OS X Mavericks binaries: r-release: anomalyDetection_0.1.0.tgz, r-oldrel: anomalyDetection_0.1.0.tgz

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