https://github.com/koalaverse/anomalydetection

An R package for implementing augmented network log anomaly detection procedures
https://github.com/koalaverse/anomalydetection

anomalydetection cran data-mining r

Last synced: 3 months ago
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An R package for implementing augmented network log anomaly detection procedures

• Host: GitHub
• URL: https://github.com/koalaverse/anomalydetection
• Owner: koalaverse
• Created: 2017-01-20T15:40:55.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2019-10-13T14:06:13.000Z (over 6 years ago)
• Last Synced: 2025-04-15T19:48:14.007Z (about 1 year ago)
• Topics: anomalydetection, cran, data-mining, r
• Language: R
• Homepage: https://koalaverse.github.io/anomalyDetection/
• Size: 3.66 MB
• Stars: 22
• Watchers: 7
• Forks: 6
• Open Issues: 6
• Metadata Files:
  • Readme: README.Rmd

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README

          
---

output: github_document

---

```{r, echo = FALSE}

knitr::opts_chunk$set(

  collapse = TRUE,

  comment = "#>",

  fig.path = "README-"

)

```

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[![Travis-CI Build Status](https://travis-ci.org/koalaverse/anomalyDetection.svg?branch=master)](https://travis-ci.org/koalaverse/anomalyDetection)

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[![codecov](https://codecov.io/gh/koalaverse/anomalyDetection/branch/master/graph/badge.svg)](https://codecov.io/gh/koalaverse/anomalyDetection)

[![Downloads](http://cranlogs.r-pkg.org/badges/anomalyDetection)](http://cranlogs.r-pkg.org/badges/anomalyDetection)

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# anomalyDetection 

`anomalyDetection` 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.

## Installation

You can install `anomalyDetection` two ways.

- Using the latest released version from CRAN:

```

install.packages("anomalyDetection")

```

- Using the latest development version from GitHub:

```

if (packageVersion("devtools") < 1.6) {

  install.packages("devtools")

}

devtools::install_github("koalaverse/anomalyDetection", build_vignettes = TRUE)

```

## Learning

To get started with `anomalyDetection`, read the intro [vignette](https://cran.r-project.org/web/packages/anomalyDetection/vignettes/Introduction.html): `vignette("Introduction", package = "anomalyDetection")`. This will provide a thorough introduction to the functions provided in the package.

## References

Gutierrez, R.J., Boehmke, B.C., Bauer, K.W., Saie, C.M. & Bihl, T.J. (2017) "`anomalyDetection`: Implementation of augmented network log anomaly detection procedures." The R Journal, 9(2), 354-365. [link](https://journal.r-project.org/archive/2017/RJ-2017-039/index.html)