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secure-pipeline

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DevSecOps Playground: a working comparison of an insecure and secure CI/CD pipeline running the same app. The insecure pipeline ships a SQL injection and hardcoded secret straight to production; the secure pipeline catches both with Semgrep, Trivy, CodeQL, and Cosign before deploy.

  • Updated Aug 15, 2026
  • Python

Cross-platform AEAD hybrid encryption plugin — combining AES-GCM and ChaCha20-Poly1305 for deterministic, reproducible, and authenticated data protection across systems and pipelines.

  • Updated Oct 26, 2025
  • Python

A secure data engineering pipeline implemented in Python using the Titanic dataset. It demonstrates best practices for handling sensitive information (PII) by applying AES-128 encryption (Fernet) before storage in a SQLite database, ensuring data privacy while maintaining analytical capabilities through secure decryption methods.

  • Updated Jan 23, 2026
  • Jupyter Notebook

A 100% offline, zero-data-leakage pipeline that securely transforms enterprise PDFs into ShareGPT datasets using local LLMs via Ollama. Features self-healing JSON, async processing, and LLM-as-a-judge hallucination defense.

  • Updated Jul 11, 2026
  • Python

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