{"id":27143871,"url":"https://github.com/x0prc/qrep","last_synced_at":"2026-01-19T09:34:37.681Z","repository":{"id":285968233,"uuid":"959638559","full_name":"x0prc/QREP","owner":"x0prc","description":"Quantum Resistant Engine for Privacy","archived":false,"fork":false,"pushed_at":"2025-09-12T17:03:50.000Z","size":56,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-09-12T19:50:07.028Z","etag":null,"topics":["custom-assessment-tool","cybersecurity","privacy","quantum-computing"],"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/x0prc.png","metadata":{"files":{"readme":".github/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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-04-03T05:40:48.000Z","updated_at":"2025-09-12T17:03:53.000Z","dependencies_parsed_at":null,"dependency_job_id":"80205000-aa39-4c16-9ed7-d7ea51372da7","html_url":"https://github.com/x0prc/QREP","commit_stats":null,"previous_names":["x0prc/qrep"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/x0prc/QREP","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/x0prc%2FQREP","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/x0prc%2FQREP/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/x0prc%2FQREP/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/x0prc%2FQREP/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/x0prc","download_url":"https://codeload.github.com/x0prc/QREP/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/x0prc%2FQREP/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28565001,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-19T08:53:44.001Z","status":"ssl_error","status_checked_at":"2026-01-19T08:52:40.245Z","response_time":67,"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":["custom-assessment-tool","cybersecurity","privacy","quantum-computing"],"created_at":"2025-04-08T08:56:56.014Z","updated_at":"2026-01-19T09:34:37.676Z","avatar_url":"https://github.com/x0prc.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cimg width=\"1920\" height=\"1080\" alt=\"qrep\" src=\"https://github.com/user-attachments/assets/095345d7-1e8e-4219-bf34-a89e0e3bf1f2\" /\u003e\n\n## Quantum Resistant Engine for Privacy\n\nCustom Assessment Tool for Security Testing and Research\n\n[![Run Tests](https://github.com/x0prc/QREP/actions/workflows/main.yml/badge.svg)](https://github.com/x0prc/QREP/actions/workflows/main.yml)\n\n## Features\n1. **Quantum-Sealed Tokenization**: Combines lattice-based cryptography with behavioral biometric hashing for robust data preprocessing.\n2. **Context-Aware Differential Privacy**: Dynamically adjusts privacy budgets based on data sensitivity using AI-driven analysis.\n3. **Homomorphic Masking**: Enables secure computations on encrypted data without decryption.\n4. **Compliance Assurance Module**: Automates regulatory adherence for GDPR, CCPA, HIPAA, and more.\n\n---\n\n## Architecture\n### Layers:\n1. **Preprocessing Layer**: Quantum-Sealed Tokenization\n2. **Core Anonymization Layer**: Context-Aware Differential Privacy\n3. **Post-Processing Layer**: Homomorphic Masking\n\n---\n\n## Installation\n\n### Prerequisites\n- Python 3.9+\n- Libraries:\n  - `cryptography`\n  - `pqcrypto`\n  - `transformers`\n  - `tenseal`\n- Docker (for deployment)\n- AWS Nitro Enclaves (optional for sensitive operations)\n\n---\n\n### Create and activate virtual environment\n`python -m venv venv`\n`source venv/bin/activate`  # Linux/macOS\n`venv\\Scripts\\activate`  # Windows\n\n### Dependencies\n`pip install -r requirements.txt`\n\n### Capture Biometric Data\n`python -m src.tokenization.biometric_capture`\n\n### GAN Training\n`chmod +x scripts/train_gan.sh`\n`./scripts/train_gan.sh`\n\n### Deployment\n`./scripts/deploy.sh`\n\n---\n\n### Dataset Instructions\n[Kaggle Credit Card Fraud Detection](https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud) \u003cbr\u003e \u003cbr\u003e\n⚠️ Make sure to place the `transactions.csv` file in the `/data/financial_transactions/` directory before executing. \u003cbr\u003e \u003cbr\u003e\n⚠️ You need to have an Nvidia GPU with CUDA installed.\n\n---\n\n## Compliance Assurance Module\n\n| Regulation | Auto-Applied Technique          | Verification Method       |\n|------------|---------------------------------|---------------------------|\n| GDPR       | Article 25 Pseudonymization     | ZKP Proof Generation      |\n| CCPA       | §1798.140(o) De-Identification | Blockchain Auditing       |\n| HIPAA      | Safe Harbor Expert Determination | Federated Learning Checks |\n\n## Contact\nFor inquiries or contributions, contact [c0ldheat@protonmail.com].\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fx0prc%2Fqrep","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fx0prc%2Fqrep","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fx0prc%2Fqrep/lists"}