Secure ML Pipelines Playbooks

Secure ML Pipeline Playbooks

Overview

A library of prebuilt, customizable playbooks and automation scripts to secure your ML development lifecycle. From data validation to artifact signing, enforce security controls as code.

What's Included

  • CI/CD Security Rules: Semgrep and Snyk configurations for model code and infrastructure as code
  • Data Validation Scripts: Automated checks for schema, PII redaction, and provenance
  • Artifact Signing & Provenance: Workflow templates to sign model binaries and log metadata
  • Compliance Automations: Scripts for SOC 2, GDPR, and EU AI Act audit trails
  • Threat Modeling Guides: Step-by-step templates for new feature or model releases

Benefits

  • Instant security guardrails without custom development
  • Consistent enforcement of policies across teams
  • Reduced time-to-secure with reusable code snippets
  • Easier audit preparation with built-in logging

Delivery

  • Downloadable repository of YAML, Python, and shell scripts
  • 2-hour live training to onboard your team

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