CRAN

anomalyDetection 0.1.1

Implementation of Augmented Network Log Anomaly Detection Procedures

Released Mar 29, 2017 by Bradley Boehmke [aut, cre], Robert Gutierrez [aut], Kenneth Bauer [ctb], Trevor Bihl [ctb], Cade Saie [ctb]

This package cannot yet be used with Renjin it depends on other packages which are not available: qdapTools 1.3.1, tibble 1.3.1, dplyr 0.5.0, tidyverse 1.1.1, gplots 3.0.1, gmp 0.5-13.1, caret 6.0-76, and purrr 0.2.2.2

Dependencies

qdapTools 1.3.1 purrr 0.2.2.2 tibble 1.3.1 caret 6.0-76 dplyr 0.5.0 gplots 3.0.1 tidyverse 1.1.1 gmp 0.5-13.1 RColorBrewer 1.1-2 magrittr 1.5 plyr 1.8.4 MASS 7.3-47 matrixStats 0.52.2

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.

Source

R

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