mlops-pipeline-security
CommunitySecure ML pipelines from tampering and leakage.
Data & Analytics#security#mlops#checksum#least-privilege#artifact-integrity#pipeline-lineage#promotion-gate
Authormaruakshay
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Secure MLOps pipelines by enforcing artifact integrity and provenance across every handoff, preventing tampering and accidental leakage.
Core Features & Use Cases
- Checksum verification at each stage boundary to guarantee artifact integrity.
- Separate staging and production registries with a gated promotion workflow to enforce human review.
- Full pipeline lineage logging including data version, code commit, environment digest, and artifact hash for auditable traceability.
Quick Start
Enable per-stage checksum verification, pin pipeline code to commits, and configure a promotion gate before production.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: mlops-pipeline-security Download link: https://github.com/maruakshay/mii-ai-security/archive/main.zip#mlops-pipeline-security Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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