anomalyDetection

Authors: Brad Boehmke & Robert Gutierrez License: GPL-3.0

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

Installation

You can install anomalyDetection two ways.

• Using the latest released version from CRAN:

install.packages("anomalyDetection")

• Using the latest development version from GitHub:

if (packageVersion("devtools") < 1.6) {
  install.packages("devtools")
}

devtools::install_github("AFIT-R/anomalyDetection", build_vignettes = TRUE)

Learning

To get started with anomalyDetection, read the intro vignette: vignette("Introduction", package = "anomalyDetection"). This will provide a thorough introduction to the functions provided in the package.