anomalyDetection 0.2.4

Implementation of Augmented Network Log Anomaly Detection Procedures

Released Sep 22, 2017 by Andrew McCarthy [aut, cre], Brandon Greenwell [aut], Bradley Boehmke [aut], 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: gmp 0.5-13.1, tidyr 0.7.1, dplyr 0.7.3, and caret 6.0-77


dplyr 0.7.3 caret 6.0-77 tidyr 0.7.1 gmp 0.5-13.1 magrittr 1.5 purrr 0.2.3 Rcpp plyr 1.8.4 tibble 1.3.4 MASS 7.3-47 RcppArmadillo 0.7.960.1.2 ggplot2 2.2.1

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.



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