Prompt injection Operations Playbook
RCCE students will learn prompt injection attacks against AI/LLM systems including direct prompt injection, indirect prompt injection, jailbreaking techniques, and prompt leaking. RCCE students will learn to identify prompt injection vulnerabilities in AI-powered applications, execute prompt injection attacks in controlled environments to demonstrate data extraction, instruction override, and unintended actions, implement defensive measures including input sanitization, system prompt hardening, output filtering, and architectural separation of trusted and untrusted content, monitor AI systems for prompt injection attempts, and develop incident response procedures for compromised AI systems. This operations-focused course delivers production-ready playbooks, checklists, and standard operating procedures. Starting from foundational concepts, RCCE students will learn to build repeatable day-to-day operational workflows that ensure consistency and quality. Students receive templates and frameworks they can customize and deploy immediately in their security operations, reducing time to operational effectiveness.
- Security Engineers building defensive controls
- Security Analysts and Blue Team members
- Systems Administrators with security responsibilities
- GRC and Risk Professionals supporting controls
- Professionals implementing Prompt injection Operations Playbook
- Execute hands-on tasks for prompt injection
- Execute hands-on tasks for operations playbook
- Explain Course Overview fundamentals
- Execute hands-on tasks for what you will learn — covering Prompt injection attack fundamentals.
- Execute hands-on tasks for operational outcomes — covering Production-ready playbooks.
- Execute hands-on tasks for course structure — covering Beginner level with progressive depth.
- Execute hands-on tasks for what is prompt injection
- Execute hands-on tasks for core characteristics
- Execute hands-on tasks for why it matters — covering Exploits natural language processing, LLMs are deployed in critical systems.
- Design a scalable privilege management architecture with policy and enforcement
- Execute hands-on tasks for trust boundaries — covering System prompt: hidden instructions.
- Execute hands-on tasks for the prompt injection attack surface
| Module 01 | Prompt Injection |
| Module 02 | Operations Playbook |
| Module 03 | Course Overview |
| Module 04 | What You Will Learn |
| Module 05 | Operational Outcomes |
| Module 06 | Course Structure |
| Module 07 | What Is Prompt Injection |
| Module 08 | Core Characteristics |
| Module 09 | Why It Matters |
| Module 10 | AI/LLM Architecture Basics |
| Module 11 | Trust Boundaries |
| Module 12 | The Prompt Injection Attack Surface |
| Module 13 | Direct Injection |
| Module 14 | Indirect Injection |
All hands-on labs run on Rocheston Rose X OS. Students practice prompt injection operations playbook by implementing the controls discussed in class, with a focus on real-world deployment, monitoring, and validation.
- Lab 1: Execute hands-on tasks for prompt injection
- Lab 2: Execute hands-on tasks for operations playbook
- Lab 3: Explain Course Overview fundamentals
- Lab 4: Execute hands-on tasks for what you will learn
- Lab 5: Execute hands-on tasks for operational outcomes
Upon successful completion of this course, students will receive an official RCCE Course Completion Certificate for Prompt injection Operations Playbook, verifiable through the Rocheston certification portal.
- Full access to all course materials and slide decks
- Hands-on lab access on Rocheston Rose X OS environment
- Access to Rocheston CyberNotes
- Access to Rocheston Zelfire — EDR/XDR SIEM platform
- Access to Rocheston Raven — online cyber range exercise platform
- Access to Rocheston Vulnerability Vines AI