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DESCRIPTION
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DESCRIPTION
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Package: anomalyDetection
Type: Package
Title: Implementation of Augmented Network Log Anomaly Detection Procedures
Version: 0.2.6
Authors@R: c(
person("Bradley", "Boehmke",
email = "bradleyboehmke@gmail.com",
role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-3611-8516")),
person("Brandon", "Greenwell",
email = "greenwell.brandon@gmail.com",
role = c("aut"),
comment = c(ORCID = "0000-0002-8120-0084")),
person("Jason", "Freels",
email = "auburngrads@live.com",
role = c("aut")),
person("Robert", "Gutierrez",
email = "rjgutierrez2015@gmail.com",
role = c("aut"))
)
Maintainer: Bradley Boehmke <bradleyboehmke@gmail.com>
Date: 2018-12-17
Description: Implements procedures developed by Gutierrez et al. (2017, <https://journal.r-project.org/archive/2017/RJ-2017-039/index.html>)
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.
URL: https://github.com/koalaverse/anomalyDetection
BugReports: https://github.com/koalaverse/anomalyDetection/issues
License: GPL (>= 2)
Encoding: UTF-8
LazyData: true
Depends:
R (>= 2.10)
Imports:
caret,
dplyr,
ggplot2,
gmp,
magrittr,
MASS,
plyr,
purrr,
Rcpp (>= 0.12.11),
stats,
tibble,
tidyr,
RoxygenNote: 6.0.1
Suggests:
gplots,
knitr,
RColorBrewer,
rmarkdown,
testthat,
LinkingTo: Rcpp, RcppArmadillo
VignetteBuilder: knitr