{"id":22189214,"url":"https://github.com/ishitaagl20/authentication-system-nlp","last_synced_at":"2026-05-17T17:39:25.868Z","repository":{"id":256799151,"uuid":"856451838","full_name":"ishitaagl20/Authentication-System-NLP","owner":"ishitaagl20","description":"AI powered Authentication","archived":false,"fork":false,"pushed_at":"2024-09-26T18:18:22.000Z","size":10731,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-27T09:33:16.949Z","etag":null,"topics":["authentication","conversational-ai","conversational-authentication","llm","password-strength-checker","python3","random-forest-classifier"],"latest_commit_sha":null,"homepage":"","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/ishitaagl20.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,"publiccode":null,"codemeta":null}},"created_at":"2024-09-12T15:43:45.000Z","updated_at":"2024-09-26T18:18:26.000Z","dependencies_parsed_at":"2024-09-13T05:13:23.803Z","dependency_job_id":"c4dc678a-d2be-4e75-b9fb-9d83a581f229","html_url":"https://github.com/ishitaagl20/Authentication-System-NLP","commit_stats":null,"previous_names":["ishitaagl20/authentication-system-nlp"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ishitaagl20/Authentication-System-NLP","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ishitaagl20%2FAuthentication-System-NLP","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ishitaagl20%2FAuthentication-System-NLP/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ishitaagl20%2FAuthentication-System-NLP/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ishitaagl20%2FAuthentication-System-NLP/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ishitaagl20","download_url":"https://codeload.github.com/ishitaagl20/Authentication-System-NLP/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ishitaagl20%2FAuthentication-System-NLP/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33148064,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-17T09:28:26.183Z","status":"ssl_error","status_checked_at":"2026-05-17T09:27:52.702Z","response_time":107,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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"}},"keywords":["authentication","conversational-ai","conversational-authentication","llm","password-strength-checker","python3","random-forest-classifier"],"created_at":"2024-12-02T11:16:50.982Z","updated_at":"2026-05-17T17:39:20.857Z","avatar_url":"https://github.com/ishitaagl20.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AI Powered Authentication System\n\nThis project implements a Conversational AI Authentication System with two distinct modules:\n\n1. **Password Strength Evaluation**: Evaluates the strength of user passwords based on a trained model.\n2. **Text-Based Conversational Authentication**: Authenticates users based on dynamically generated questions from a descriptive input.\n\n## Features\n\n### 1. Password Strength Evaluation (Module 1)\n- Uses a `RandomForestClassifier` and `TF-IDF Vectorizer` to predict the strength of a password.\n- The system evaluates password strength based on factors like length, uppercase/lowercase letters, numbers, special characters, etc.\n\n### 2. Text-Based Conversational Authentication (Module 2)\n- Takes a descriptive input from the user (e.g., details about the user’s background), instead of security questions.\n- Generates questions dynamically from the input using an AI model (`Gemini-Pro`).\n- Validates the answers provided by the user for authentication.\n- This is extensible to scrapping data from user activity and then posing questions.\n\n## Installation\n\nClone the repository:\n   ```bash\n   git clone https://github.com/your-repo/conversational-ai-authentication.git\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fishitaagl20%2Fauthentication-system-nlp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fishitaagl20%2Fauthentication-system-nlp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fishitaagl20%2Fauthentication-system-nlp/lists"}