{"id":17110785,"url":"https://github.com/eeddaann/llm-privacy","last_synced_at":"2025-03-23T22:18:41.480Z","repository":{"id":232465834,"uuid":"784424197","full_name":"eeddaann/llm-privacy","owner":"eeddaann","description":"gauge the proficiency of various LLMs in discerning between appropriate and inappropriate applications of CRM data.","archived":false,"fork":false,"pushed_at":"2024-04-09T20:31:46.000Z","size":3157,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-29T05:28:27.646Z","etag":null,"topics":[],"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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/eeddaann.png","metadata":{"files":{"readme":"README.md","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,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2024-04-09T20:30:30.000Z","updated_at":"2024-04-09T20:31:15.000Z","dependencies_parsed_at":"2024-04-10T00:39:57.516Z","dependency_job_id":"0642371f-eda8-47d7-beb5-11bee180993a","html_url":"https://github.com/eeddaann/llm-privacy","commit_stats":null,"previous_names":["eeddaann/llm-privacy"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eeddaann%2Fllm-privacy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eeddaann%2Fllm-privacy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eeddaann%2Fllm-privacy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eeddaann%2Fllm-privacy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/eeddaann","download_url":"https://codeload.github.com/eeddaann/llm-privacy/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245175568,"owners_count":20572800,"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":[],"created_at":"2024-10-14T16:46:19.381Z","updated_at":"2025-03-23T22:18:41.430Z","avatar_url":"https://github.com/eeddaann.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Can we rely on AI to safeguard our privacy on CRM?\n\n## Introduction\n- This repository contains the code for the final project in Data Privacy Course.\n- The goal of the project is to gauge the proficiency of various LLMs in discerning between appropriate and inappropriate applications of CRM data.\n- Multiple LLMs were queried with different questions which related to the field of ethical CRM data utilization\n- The results are visualized in the table below:\n\u003cimg src=\"docs/results.png\"\u003e\n\n## Software Architecture \n\u003cimg src=\"docs/seq-diagram.png\"\u003e\n\n- The ```script``` refers to ```yes_no.py```\n- During development we used [LM Studio](https://lmstudio.ai/) to manage the LLMs and deploy them locally. However since openai's API were used, any endpoint which support that API can be configured.\n- The ```analysis.ipynb``` notebook contains the code for the analysis of the results.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feeddaann%2Fllm-privacy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Feeddaann%2Fllm-privacy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feeddaann%2Fllm-privacy/lists"}