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.


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.


0.2.4 by Andrew McCarthy, 2 months ago

Report a bug at

Browse source code at

Authors: Andrew McCarthy [aut, cre], Brandon Greenwell [aut], Bradley Boehmke [aut], Robert Gutierrez [aut], Kenneth Bauer [ctb], Trevor Bihl [ctb], Cade Saie [ctb]

Documentation:   PDF Manual  

GPL (>= 2) license

Imports caret, dplyr, ggplot2, gmp, magrittr, MASS, plyr, purrr, Rcpp, stats, tibble, tidyr

Suggests gplots, knitr, RColorBrewer, rmarkdown, testthat

Linking to Rcpp, RcppArmadillo

See at CRAN