v1.1.0 - MLSecOps Practical Reference Guide

v1.1.0 — MLSecOps Practical Reference Guide

Traceability and mapping release (2026-07-11)

Summary

• Per-section References / Source mapping on every major section across Chapters 1–17
• Traceability convention in Chapter 15
• OWASP AI Exchange complementary integration (taxonomy + permalinks where topics align)
• Chapter 1 reader value proposition and Guide at a glance
• MITRE ATLAS mapping audit; Appendix B synchronized with Chapter 12
• Addresses community feedback: Issue #1, Issue #2

Downloads

Format	Link
Markdown	chapters-en/ in repository
Documentation site	https://l4tr0d3ctism.github.io/MLSecOps/
DOCX	MLSecOps-Practical-Reference-Guide-v1.1.0.docx (attached)
PDF	MLSecOps-Practical-Reference-Guide-v1.1.0.pdf (attached)

Citation

Haghighian, M. (2026). MLSecOps Practical Reference Guide (v1.1.0).
Zenodo. https://doi.org/10.5281/zenodo.21206781

Publish a new Zenodo version from this tag after release.

Full changelog

See CHANGELOG.md.

v1.0.1

MLSecOps Practical Reference Guide v1.0.1

Zenodo archival release - no content changes from v1.0.0.

Published to trigger Zenodo DOI assignment after GitHub integration was enabled.

Downloads

• DOCX - full guide with embedded diagrams
• PDF - printable edition
• Source - GitHub auto-generated ZIP (chapters-en/, diagram PNGs, CITATION.cff)

Links

• Documentation site: https://l4tr0d3ctism.github.io/MLSecOps/
• Citation: CITATION.cff in this repository

MLSecOps Practical Reference Guide v1.0.0

MLSecOps Practical Reference Guide v1.0.0

First stable release of the practical reference guide for securing AI systems across the lifecycle.

Downloads

• DOCX — full guide with embedded diagrams
• PDF — reading and sharing
• Markdown — chapters-en/ in this repository
• Site — https://l4tr0d3ctism.github.io/MLSecOps/

Highlights

• Ten lifecycle control points and release decision model
• LLM, RAG, Agent, MCP, Shadow AI, SOC, and governance
• Appendix E: Implementation Reference (templates, playbooks, architecture cards)