v1.1.1 — MLSecOps Practical Reference Guide

v1.1.1 — MLSecOps Practical Reference Guide

Community review fixes (PR #3) with Issue #1 References / Source mapping blocks restored. PDF/DOCX are no longer attached — build locally if needed.

DOI: 10.5281/zenodo.21206781

Format	Link
Source (ZIP)	https://github.com/l4tr0d3ctism/MLSecOps/archive/refs/tags/v1.1.1.zip
Markdown	chapters-en/ in this repository
Site	https://l4tr0d3ctism.github.io/MLSecOps/
Word (optional)	python scripts/build-docx.py --render-mermaid

Highlights

• Restored per-section Issue #1 reference blocks (corrected citations kept)
• Community review: ATLAS/OWASP IDs, scope, Evidence Pack, maturity wording
• AARM alignment; GUIDE-SUMMARY removed from public navigation
• Releases: source + docs site only

Haghighian, M. (2026). MLSecOps Practical Reference Guide (v1.1.1).
Zenodo. https://doi.org/10.5281/zenodo.21206781

Full notes: RELEASE_NOTES.md · CHANGELOG.md

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)