Securing AI Pipelines & MLOps

In development · enrolment sequence to be confirmed

LevelPractitioner

PrerequisitesFoundation or equivalent

StatusIn development

SpecificationDraft · not approved

EnrolmentNot yet open

01Overview

Pipeline and MLOps security: MCP authentication architecture, pipeline integrity validation and secure deployment controls.

Domain scope · ASD

The defensive core: AI threat taxonomy, control-plane implementation, token security, pipeline and model integrity, and AI incident response.

Intended for: Security practitioners moving into AI security or deepening it

02Planned topics

Planned · outcomes published with the specification

MCP authentication architecture
Pipeline integrity validation
Secure deployment controls

03Proposed case references

Source review pending

I-3

OpenClaw/ClawHub MCP Marketplace CrisisSource review · In review

Proposed connection, subject to source review. I-3 is the primary anchor case. Pipeline integrity and MCP authentication controls are taught from its failure path.

04Assessment

Format, duration, passing score and practical component are published with the approved specification.

05Instructor

TBA

Announced when appointed

Instructors are practitioners appointed against a written standard for the ASD domain.

How faculty are appointed →

06Related courses

Next on the Security architect pathOC-AIIRAI Incident Response & Recovery Previous on the pathOC-AISPPAI Security Principles & Practices: GenAI & LLM Defense In this domain · ExpertOC-AAMLDAdvanced Adversarial ML Defense

Prerequisite forOC-AIIR AI Incident Response & Recovery Practitioner

View all 11 planning codes in AI Security: Defensive →

Interest registration opens later.

Notification rules and data handling are published before registration opens.

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Quick factsDraft

Course code	OC-SAIP
Standard ID	Assigned at approval
Domain	ASD · AI Security: Defensive
Level	Practitioner
Status	In development
Priority	Enrolment sequence to be confirmed
Prerequisites	OC-AISF or equivalent experience.
Corpus source	I-3
Duration	To be confirmed
Delivery	To be confirmed
Pricing	To be confirmed
Session dates	To be confirmed
Instructor	Founding cohort — appointment pending
Specification	Draft · not yet issued

Official specification registerOC-SAIPSpecification not yet issued

Version —Last reviewed —

This course is in active development. Duration, pricing, session dates and instructor are published when confirmed. Proposed case references, framework references, syllabus, labs and assessment are drafts until the course specification is approved.