{"id":39623,"name":"cyberdreamcatcher","description":"An Attentive Graph Agent for Topology-Adaptive Cyber Defence","url":"https://github.com/ilyaorson/cyberdreamcatcher","last_synced_at":"2025-09-05T08:16:22.977Z","repository":{"id":274500208,"uuid":"767008102","full_name":"IlyaOrson/CyberDreamcatcher","owner":"IlyaOrson","description":"An Attentive Graph Agent for Topology-Adaptive Cyber Defence","archived":false,"fork":false,"pushed_at":"2025-07-13T11:20:37.000Z","size":1410,"stargazers_count":8,"open_issues_count":1,"forks_count":1,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-07-13T13:19:04.259Z","etag":null,"topics":["attention","autonomous-agents","cyber-defense","graph-attention-networks","graph-neural-networks","reinforcement-learning"],"latest_commit_sha":null,"homepage":"","language":"Python","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/IlyaOrson.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-03-04T14:40:06.000Z","updated_at":"2025-04-18T18:17:23.000Z","dependencies_parsed_at":"2025-05-02T02:23:49.071Z","dependency_job_id":"9639176e-cf88-4f20-9590-29526eaae430","html_url":"https://github.com/IlyaOrson/CyberDreamcatcher","commit_stats":null,"previous_names":["ilyaorson/cyberdreamcatcher"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/IlyaOrson/CyberDreamcatcher","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IlyaOrson%2FCyberDreamcatcher","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IlyaOrson%2FCyberDreamcatcher/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IlyaOrson%2FCyberDreamcatcher/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IlyaOrson%2FCyberDreamcatcher/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/IlyaOrson","download_url":"https://codeload.github.com/IlyaOrson/CyberDreamcatcher/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IlyaOrson%2FCyberDreamcatcher/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273728610,"owners_count":25157237,"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","status":"online","status_checked_at":"2025-09-05T02:00:09.113Z","response_time":402,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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"}},"owner":{"login":"IlyaOrson","name":"Ilya Orson ","uuid":"12092488","kind":"user","description":"RL for cyberdefence @ TheAlanTuringInstitute\r\nPhD candidate @ ImperialCollege\r\nInterests: RL and optimal control 🤖  Previously: Data scientist \u0026 physicts 🚀 ","email":"","website":"ilyaorson.gitlab.io/blog/","location":"London, UK","twitter":"IlyaOrson","company":"The Alan Turing Institute | Imperial College London","icon_url":"https://avatars.githubusercontent.com/u/12092488?u=84cef2f8b762e36a0ea67dd45750e9764edb1e9d\u0026v=4","repositories_count":3,"last_synced_at":"2023-11-08T12:30:22.472Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/IlyaOrson","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-11-08T12:30:24.531Z","updated_at":"2023-11-08T12:30:24.531Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/IlyaOrson","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/IlyaOrson/repositories"},"packages":[],"commits":{"id":8525785,"full_name":"ilyaorson/cyberdreamcatcher","default_branch":"master","committers":null,"total_commits":null,"total_committers":null,"total_bot_commits":null,"total_bot_committers":null,"mean_commits":null,"dds":null,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":null,"last_synced_commit":null,"created_at":"2025-01-30T11:15:07.218Z","updated_at":"2025-01-30T11:15:07.218Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/ilyaorson%2Fcyberdreamcatcher/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.343Z","repositories_count":5480019,"commits_count":853389012,"contributors_count":31098138,"owners_count":906558,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"ilyaorson/cyberdreamcatcher","html_url":"https://github.com/ilyaorson/cyberdreamcatcher","last_synced_at":"2025-01-30T11:15:15.791Z","status":"error","issues_count":20,"pull_requests_count":0,"avg_time_to_close_issue":4613809.263157895,"avg_time_to_close_pull_request":null,"issues_closed_count":19,"pull_requests_closed_count":0,"pull_request_authors_count":0,"issue_authors_count":1,"avg_comments_per_issue":0.55,"avg_comments_per_pull_request":null,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":20,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":4613809.263157895,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":19,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.55,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2025-01-30T11:15:08.834Z","updated_at":"2025-01-30T11:15:15.791Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ilyaorson%2Fcyberdreamcatcher","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ilyaorson%2Fcyberdreamcatcher/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"OWNER":20},"pull_request_author_associations_count":{},"issue_authors":{"IlyaOrson":20},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-23T00:00:23.489Z","repositories_count":8452011,"issues_count":15870009,"pull_requests_count":37829448,"authors_count":5664630,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"OWNER":2},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{"IlyaOrson":2},"past_year_pull_request_authors":{},"maintainers":[{"login":"IlyaOrson","count":20,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/IlyaOrson"}],"active_maintainers":[{"login":"IlyaOrson","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/IlyaOrson"}]},"events":{"total":{"WatchEvent":6,"PushEvent":47,"ForkEvent":1,"CreateEvent":1},"last_year":{"WatchEvent":6,"PushEvent":47,"ForkEvent":1,"CreateEvent":1}},"keywords":["attention","autonomous-agents","cyber-defense","graph-attention-networks","graph-neural-networks","reinforcement-learning"],"dependencies":[{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2025-01-27T18:26:52.567Z","updated_at":"2025-01-27T18:26:52.567Z","repository_link":"https://github.com/IlyaOrson/CyberDreamcatcher/blob/main/pyproject.toml","dependencies":[{"id":21636901318,"package_name":"captum","ecosystem":"pypi","requirements":"\u003e=0.7.0,\u003c0.8.0","direct":true,"kind":"runtime","optional":false},{"id":21636901331,"package_name":"ipython","ecosystem":"pypi","requirements":"\u003e=8.0.0,\u003c9.0.0","direct":true,"kind":"runtime","optional":false},{"id":21636901332,"package_name":"jupyterlab","ecosystem":"pypi","requirements":"\u003e=4.0.0,\u003c5.0.0","direct":true,"kind":"runtime","optional":false},{"id":21636901333,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.8.0,\u003c3.9.0","direct":true,"kind":"runtime","optional":false},{"id":21636901334,"package_name":"networkx","ecosystem":"pypi","requirements":"\u003e=3.2.0,\u003c3.3.0","direct":true,"kind":"runtime","optional":false},{"id":21636901335,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.26.0,\u003c1.27.0","direct":true,"kind":"runtime","optional":false},{"id":21636901336,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=2.2.1,\u003c2.3.0","direct":true,"kind":"runtime","optional":false},{"id":21636901337,"package_name":"pip","ecosystem":"pypi","requirements":"\u003e=24.0.0","direct":true,"kind":"runtime","optional":false},{"id":21636901338,"package_name":"prettytable","ecosystem":"pypi","requirements":"\u003e=3.9.0,\u003c3.10.0","direct":true,"kind":"runtime","optional":false},{"id":21636901339,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=2.1.0,\u003c2.2.0","direct":true,"kind":"runtime","optional":false},{"id":21636901340,"package_name":"pyyaml","ecosystem":"pypi","requirements":"\u003e=6.0.0,\u003c6.1.0","direct":true,"kind":"runtime","optional":false},{"id":21636901341,"package_name":"rich","ecosystem":"pypi","requirements":"\u003e=13.7.0,\u003c13.8.0","direct":true,"kind":"runtime","optional":false},{"id":21636901342,"package_name":"paramiko","ecosystem":"pypi","requirements":"\u003e=3.4.0,\u003c3.5.0","direct":true,"kind":"runtime","optional":false},{"id":21636901343,"package_name":"pytest","ecosystem":"pypi","requirements":"\u003e=8.0.2,\u003c8.1.0","direct":true,"kind":"runtime","optional":false},{"id":21636901344,"package_name":"docutils","ecosystem":"pypi","requirements":"\u003e=0.20.1,\u003c0.21.0","direct":true,"kind":"runtime","optional":false},{"id":21636901345,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.66.2,\u003c4.67.0","direct":true,"kind":"runtime","optional":false},{"id":21636901346,"package_name":"ruff","ecosystem":"pypi","requirements":"\u003e=0.3.0,\u003c0.4.0","direct":true,"kind":"runtime","optional":false},{"id":21636901347,"package_name":"seaborn","ecosystem":"pypi","requirements":"\u003e=0.13.2,\u003c0.14.0","direct":true,"kind":"runtime","optional":false},{"id":21636901348,"package_name":"bidict","ecosystem":"pypi","requirements":"\u003e=0.23.1,\u003c0.24.0","direct":true,"kind":"runtime","optional":false},{"id":21636901349,"package_name":"hydra-core","ecosystem":"pypi","requirements":"\u003e=1.3.2,\u003c1.4.0","direct":true,"kind":"runtime","optional":false},{"id":21636901350,"package_name":"tensorboard","ecosystem":"pypi","requirements":"\u003e=2.16.2,\u003c2.17.0","direct":true,"kind":"runtime","optional":false},{"id":21636901351,"package_name":"tensordict","ecosystem":"pypi","requirements":"\u003e=0.1.2,\u003c0.2.0","direct":true,"kind":"runtime","optional":false},{"id":21636901368,"package_name":"torch-geometric","ecosystem":"pypi","requirements":"==2.5.0","direct":true,"kind":"runtime","optional":false},{"id":21636901370,"package_name":"fsspec","ecosystem":"pypi","requirements":"\u003e=2024.6.1,\u003c2025.0.0","direct":true,"kind":"runtime","optional":false},{"id":21636901371,"package_name":"plotille","ecosystem":"pypi","requirements":"\u003e=5.0.0,\u003c6.0.0","direct":true,"kind":"runtime","optional":false},{"id":21636901374,"package_name":"gymnasium","ecosystem":"pypi","requirements":"\u003e=0.28.1,\u003c0.29.0","direct":true,"kind":"runtime","optional":false},{"id":21636901386,"package_name":"hydra-joblib-launcher","ecosystem":"pypi","requirements":"\u003e=1.2.0,\u003c2.0.0","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:51:13.947Z","updated_at":"2025-10-07T08:16:14.446Z","avatar_url":"https://github.com/IlyaOrson.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/39623","html_url":"https://science.ecosyste.ms/projects/39623","bibtex_url":"https://science.ecosyste.ms/projects/39623/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/39623/export.apalike"}