{"id":43868705,"url":"https://github.com/koalaverse/anomalyDetection","last_synced_at":"2026-02-18T06:00:45.397Z","repository":{"id":60721641,"uuid":"79571792","full_name":"koalaverse/anomalyDetection","owner":"koalaverse","description":"An R package for implementing augmented network log anomaly detection procedures","archived":false,"fork":false,"pushed_at":"2019-10-13T14:06:13.000Z","size":3836,"stargazers_count":22,"open_issues_count":6,"forks_count":6,"subscribers_count":7,"default_branch":"master","last_synced_at":"2025-10-23T12:48:24.952Z","etag":null,"topics":["anomalydetection","cran","data-mining","r"],"latest_commit_sha":null,"homepage":"https://koalaverse.github.io/anomalyDetection/","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/koalaverse.png","metadata":{"files":{"readme":"README.Rmd","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-01-20T15:40:55.000Z","updated_at":"2025-04-04T10:40:52.000Z","dependencies_parsed_at":"2022-10-03T20:04:00.780Z","dependency_job_id":null,"html_url":"https://github.com/koalaverse/anomalyDetection","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/koalaverse/anomalyDetection","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/koalaverse%2FanomalyDetection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/koalaverse%2FanomalyDetection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/koalaverse%2FanomalyDetection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/koalaverse%2FanomalyDetection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/koalaverse","download_url":"https://codeload.github.com/koalaverse/anomalyDetection/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/koalaverse%2FanomalyDetection/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29569994,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-18T04:18:28.490Z","status":"ssl_error","status_checked_at":"2026-02-18T04:13:49.018Z","response_time":162,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["anomalydetection","cran","data-mining","r"],"created_at":"2026-02-06T14:00:26.395Z","updated_at":"2026-02-18T06:00:45.389Z","avatar_url":"https://github.com/koalaverse.png","language":"R","funding_links":[],"categories":["Libraries"],"sub_categories":["Network Security"],"readme":"---\noutput: github_document\n---\n\n\u003c!-- README.md is generated from README.Rmd. Please edit that file --\u003e\n\n```{r, echo = FALSE}\nknitr::opts_chunk$set(\n  collapse = TRUE,\n  comment = \"#\u003e\",\n  fig.path = \"README-\"\n)\n```\n\n[![CRAN_Status_Badge](https://www.r-pkg.org/badges/version/anomalyDetection)](https://cran.r-project.org/package=anomalyDetection)\n[![Travis-CI Build Status](https://travis-ci.org/koalaverse/anomalyDetection.svg?branch=master)](https://travis-ci.org/koalaverse/anomalyDetection)\n[![AppVeyor Build Status](https://ci.appveyor.com/api/projects/status/github/bradleyboehmke/anomalyDetection?branch=master\u0026svg=true)](https://ci.appveyor.com/project/bradleyboehmke/anomalyDetection)\n[![codecov](https://codecov.io/gh/koalaverse/anomalyDetection/branch/master/graph/badge.svg)](https://codecov.io/gh/koalaverse/anomalyDetection)\n[![Downloads](http://cranlogs.r-pkg.org/badges/anomalyDetection)](http://cranlogs.r-pkg.org/badges/anomalyDetection)\n[![Total Downloads](http://cranlogs.r-pkg.org/badges/grand-total/anomalyDetection)](http://cranlogs.r-pkg.org/badges/grand-total/anomalyDetection)\n\n# anomalyDetection \u003cimg src=\"tools/anomalyDetection-logo.png\" align=\"right\" width=\"120\" height=\"139\" /\u003e\n\n`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.\n\n\n## Installation\n\nYou can install `anomalyDetection` two ways.\n\n- Using the latest released version from CRAN:\n\n```\ninstall.packages(\"anomalyDetection\")\n```\n\n- Using the latest development version from GitHub:\n\n```\nif (packageVersion(\"devtools\") \u003c 1.6) {\n  install.packages(\"devtools\")\n}\n\ndevtools::install_github(\"koalaverse/anomalyDetection\", build_vignettes = TRUE)\n```\n\n## Learning\n\nTo 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.\n\n## References\n\nGutierrez, R.J., Boehmke, B.C., Bauer, K.W., Saie, C.M. \u0026 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)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkoalaverse%2FanomalyDetection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkoalaverse%2FanomalyDetection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkoalaverse%2FanomalyDetection/lists"}