{"id":24552968,"url":"https://github.com/fmannhardt/pddp","last_synced_at":"2025-03-16T14:15:08.346Z","repository":{"id":69966720,"uuid":"194154219","full_name":"fmannhardt/pddp","owner":"fmannhardt","description":"Process Discovery with Differential Privacy","archived":false,"fork":false,"pushed_at":"2020-02-17T12:36:21.000Z","size":29,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-23T01:34:33.345Z","etag":null,"topics":["eventlogs","privacy","processmining"],"latest_commit_sha":null,"homepage":null,"language":"C#","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/fmannhardt.png","metadata":{"files":{"readme":"readme.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.PDDP","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":"2019-06-27T19:47:01.000Z","updated_at":"2023-05-26T08:35:04.000Z","dependencies_parsed_at":"2023-02-21T19:16:11.924Z","dependency_job_id":null,"html_url":"https://github.com/fmannhardt/pddp","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fmannhardt%2Fpddp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fmannhardt%2Fpddp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fmannhardt%2Fpddp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fmannhardt%2Fpddp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/fmannhardt","download_url":"https://codeload.github.com/fmannhardt/pddp/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243878491,"owners_count":20362433,"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":["eventlogs","privacy","processmining"],"created_at":"2025-01-23T01:33:43.693Z","updated_at":"2025-03-16T14:15:08.340Z","avatar_url":"https://github.com/fmannhardt.png","language":"C#","readme":"Process Discovery with Differential Privacy (PDDP) \n=========================================================\nThis project contains two components:\n  \n* PDDP: A C# REST server component providing differential privacy guarantees for two common queries on (XES)[http://www.xes-standard.org/openxes/start] event logs. \n* PINQ:\tPrivacy Integrated Queries library as released by (Microsoft Research)[https://www.microsoft.com/en-us/research/project/privacy-integrated-queries-pinq/]. \n\n# Paper \n\nThe implemented technique is described in our paper:\n\n\u003e Mannhardt, F., Koschmider, A., Baracaldo, N. et al. Privacy-Preserving Process Mining - Differential Privacy for Event Logs. Bus Inf Syst Eng (2019). https://doi.org/10.1007/s12599-019-00613-3\n\nAn open online version can be accessed here:\n\nhttps://rdcu.be/bOXut \n\nPlease use the citation above when refering to this software in your work.\n\n# ELPaaS\n\nYou can also use the PDDP implementation through ELPaaS:\nhttps://github.com/samadeusfp/ELPaaS\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffmannhardt%2Fpddp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffmannhardt%2Fpddp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffmannhardt%2Fpddp/lists"}