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.
| Version: | 0.2.5 |
| Depends: | R (≥ 2.10) |
| Imports: | caret, dplyr, ggplot2, gmp, magrittr, MASS, plyr, purrr, Rcpp (≥ 0.12.11), stats, tibble, tidyr |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | gplots, knitr, RColorBrewer, rmarkdown, testthat |
| Published: | 2018-03-07 |
| Author: | Bradley Boehmke [aut, cre], Brandon Greenwell [aut], Jason Freels [aut], Robert Gutierrez [aut] |
| Maintainer: | Bradley Boehmke <bradleyboehmke at gmail.com> |
| BugReports: | https://github.com/koalaverse/anomalyDetection/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/koalaverse/anomalyDetection |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| CRAN checks: | anomalyDetection results |
| Reference manual: | anomalyDetection.pdf |
| Vignettes: |
Introduction |
| Package source: | anomalyDetection_0.2.5.tar.gz |
| Windows binaries: | r-devel: anomalyDetection_0.2.5.zip, r-release: anomalyDetection_0.2.5.zip, r-oldrel: anomalyDetection_0.2.5.zip |
| OS X binaries: | r-release: anomalyDetection_0.2.5.tgz, r-oldrel: anomalyDetection_0.2.5.tgz |
| Old sources: | anomalyDetection archive |
Please use the canonical form https://CRAN.R-project.org/package=anomalyDetection to link to this page.