Threat modelling and scope / Direct and indirect injection
Apply and independently verify threat modelling and scope and direct and indirect injection.
AI Application Security and Reliability
Test and improve an AI application’s permissions, output checks, operational limits and recovery. Proposed programme; academic approval and batch confirmation pending.
Explore what you’ll learn.
Test and improve an AI application’s permissions, output checks, operational limits and recovery.
SYLLABUS OVERVIEW
A structured route through the subject
Core learning areas at a glance. Detailed units and teaching plans are in the private learning workspace.
Output schema validation / Retrieval access isolation
Apply and independently verify output schema validation and retrieval access isolation.
Tool permissions and approval / Bounded retries and resource limits
Apply and independently verify tool permissions and approval and bounded retries and resource limits.
Regression and operational recovery / Security capstone
Apply and independently verify regression and operational recovery and security capstone.
Entry requirements and learning outcomes
Python, HTTP, authentication and an existing AI application; authorised sandbox only. Use approved accounts and synthetic data. Confirm platform licensing, age requirements and lab access before joining.
- Test and improve an AI application’s permissions, output checks, operational limits and recovery.
- Verify outputs against source evidence and document limitations.
- Demonstrate a changed input, diagnose an error and explain the correction.
- Present a reviewed portfolio with source inputs, changed-input results and a clear explanation of limitations.
YOUR PRACTICAL PORTFOLIO
Authorised AI security and reliability test harness
Build, check and explain your work with trainer feedback. Certificate and assessment terms are confirmed by the institute.
Continue in your learning workspace
Open detailed curriculum ↗Detailed syllabus and weekly plans are available to authorised staff and learners enrolled in this course.