{"id":16317115,"url":"https://github.com/muayyad-alsadi/flowvis","last_synced_at":"2025-05-13T16:14:56.449Z","repository":{"id":147752508,"uuid":"98457234","full_name":"muayyad-alsadi/flowvis","owner":"muayyad-alsadi","description":"visualize netflows using t-SNE","archived":false,"fork":false,"pushed_at":"2017-07-26T19:27:50.000Z","size":176,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-02-16T20:14:52.009Z","etag":null,"topics":["botnets","netflow"],"latest_commit_sha":null,"homepage":null,"language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/muayyad-alsadi.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":"2017-07-26T19:12:16.000Z","updated_at":"2022-07-16T06:07:49.000Z","dependencies_parsed_at":"2023-05-27T10:15:40.891Z","dependency_job_id":null,"html_url":"https://github.com/muayyad-alsadi/flowvis","commit_stats":{"total_commits":4,"total_committers":1,"mean_commits":4.0,"dds":0.0,"last_synced_commit":"6e6a1826eefaa2369897deec2b6ede89fd56ce40"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muayyad-alsadi%2Fflowvis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muayyad-alsadi%2Fflowvis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muayyad-alsadi%2Fflowvis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muayyad-alsadi%2Fflowvis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/muayyad-alsadi","download_url":"https://codeload.github.com/muayyad-alsadi/flowvis/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253980059,"owners_count":21994043,"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":["botnets","netflow"],"created_at":"2024-10-10T22:07:04.483Z","updated_at":"2025-05-13T16:14:56.426Z","avatar_url":"https://github.com/muayyad-alsadi.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FlowVis\nVisualize netflows using t-SNE\n\n## Input\n\nPrepare you netflows in the form of CSV having the following columns\n\n```\nStartTime,Dur,Proto,SrcAddr,Sport,Dir,DstAddr,Dport,State,sTos,dTos,TotPkts,TotBytes,SrcBytes,Label\n```\n\nIf you don't have labels put any thing as last column like `NA` or `OTHER` or `None`\n\nYou can use any file that have the above format like \n\n* [CTU-Malware-Capture-Botnet-46 or Scenario 5 in the CTU-13 dataset.](https://mcfp.felk.cvut.cz/publicDatasets/CTU-Malware-Capture-Botnet-46/detailed-bidirectional-flow-labels/capture20110815-2.binetflow)\n\n## Usage\n\n\n```\npython flowvis.py [pca|tsne] [id|tanh|range|std] inputfile.csv\n```\n\nwe recommend using `tsne` and `tanh` (other methods are used for comparison)\n\n```\npython flowvis.py tsne tanh inputfile.csv\n```\n\nthis would output resulted images and `data.js` which can be viewed using `flowvis.html`\n\n## Results\n\n![results](/results/tsne-tanh.png)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmuayyad-alsadi%2Fflowvis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmuayyad-alsadi%2Fflowvis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmuayyad-alsadi%2Fflowvis/lists"}