Practitioner’s Playbook for RSAIF  eLearning

RSAIF Practitioner’s Playbook: Implementing Responsible and Secure AI

Master the essentials of AI security with the RSAIF Practitioner’s Playbook, offering hands-on strategies and tools for implementing ethical AI governance and ensuring robust security practices.

Module 1: AI Security Foundations – Responsible Development & Secure Design

* 1.1 Overview of AI Security Challenges
* 1.2 Secure Design Principles
* 1.3 Best Practices for Secure AI
* 1.4 Hands-On: Threat Modeling Workshop Module 2: AI Threat Models

* 2.1 Introduction to Threat Modeling
* 2.2 Creating an AI Threat Model
* 2.3 Tools for Threat Modeling
* 2.4 Case Study: AI in Autonomous Vehicles Module 3: Secure AI SDLC (Software Development Lifecycle)

* 3.1 SDLC Overview
* 3.2 AI-Specific Security Measures
* 3.3 Continuous Monitoring & Feedback Loops
* 3.4 Hands-On: Integrating Security in AI Development
* 3.5 Use Case: AI Fraud Detection System Module 4: Enforcement & Model Integrity

* 4.1 Securing AI Systems Post-Deployment
* 4.2 Model Integrity and Auditing
* 4.3 Hands-On: Implementing RBAC Module 5: Audit Readiness & Red-Teaming

* 5.1 Preparing AI Systems for Audits
* 5.2 Red-Teaming for AI Systems
* 5.3 Hands-On: Red-Teaming Simulation Module 6: Toolkits & Automation

* 6.1 Introduction to AI Security Tools
* 6.2 Automating AI Security and Compliance
* 6.3 Hands-On: Tool Integration Tools you will explore

Online proctored exam included, with one free retake.
Exam format:

Access to all materials and exams is provided for 365 days after delivery.