CRAN

anomalyDetection 0.2.5

Implementation of Augmented Network Log Anomaly Detection Procedures

Released Mar 7, 2018 by Bradley Boehmke

Dependencies

tidyr 0.8.1 caret 6.0-80 gmp 0.5-13.2 dplyr 0.7.6 ggplot2 3.0.0 RcppArmadillo 0.9.100.5.0 purrr 0.2.5 tibble 1.4.2 magrittr 1.5 MASS 7.3-50 Rcpp plyr 1.8.4

Implements procedures developed by Gutierrez et al. (2017, ) 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

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Release History

• 0.2.5
• 0.2.4
• 0.2.3
• 0.2.2
• 0.1.2
• 0.1.1
• 0.1.0