{"id":18576736,"url":"https://github.com/njanakiev/keystroke-biometrics","last_synced_at":"2025-04-10T09:30:41.035Z","repository":{"id":106199326,"uuid":"134755540","full_name":"njanakiev/keystroke-biometrics","owner":"njanakiev","description":"Biometrics on Keystroke Dynamics","archived":false,"fork":false,"pushed_at":"2018-06-07T11:11:06.000Z","size":15400,"stargazers_count":38,"open_issues_count":0,"forks_count":11,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-24T19:08:07.248Z","etag":null,"topics":["biometrics","classification","data-science","keras","keystroke-dynamics","python","sklearn"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/njanakiev.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-05-24T18:42:52.000Z","updated_at":"2025-01-21T11:39:00.000Z","dependencies_parsed_at":"2023-03-13T14:41:56.274Z","dependency_job_id":null,"html_url":"https://github.com/njanakiev/keystroke-biometrics","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/njanakiev%2Fkeystroke-biometrics","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/njanakiev%2Fkeystroke-biometrics/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/njanakiev%2Fkeystroke-biometrics/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/njanakiev%2Fkeystroke-biometrics/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/njanakiev","download_url":"https://codeload.github.com/njanakiev/keystroke-biometrics/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248191604,"owners_count":21062535,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["biometrics","classification","data-science","keras","keystroke-dynamics","python","sklearn"],"created_at":"2024-11-06T23:26:16.479Z","updated_at":"2025-04-10T09:30:41.024Z","avatar_url":"https://github.com/njanakiev.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Biometric Prediction on Keystroke Dynamics\n\nThis project takes a look at a biometric classifier with keystroke dynamics. Besides typing a password to validate a user, it is possible to discriminate users by their typing rhythms. This features can be used to detect impostors. This project is based on the data set of the publication _Killourhy, K. S., \u0026 Maxion, R. A. [Comparing anomaly detectors for keystroke dynamics.](http://www.cs.cmu.edu/%7Emaxion/pubs/KillourhyMaxion09.pdf) In Proc. of the Int. Conf. on Dependable Systems and Networks (DSN) (pp. 125-134)_. The objective is to build a classification baser on neural networks with the [keras](https://keras.io/) library.\n\nThe [data set](https://www.cs.cmu.edu/~keystroke/) consists of 51 subject each typing the password `.tie5Roanl` 400 times. The measures collected are the hold time (H), keydown-keydown time (DD) and keyup-keydown time (UD).\n\n![tsne](tsne.png)\n\n# License \nThis project is licensed under the MIT license. See the [LICENSE](LICENSE) for details\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnjanakiev%2Fkeystroke-biometrics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnjanakiev%2Fkeystroke-biometrics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnjanakiev%2Fkeystroke-biometrics/lists"}