Practitioner’s Playbook for RSAIF 

Practitioner’s Playbook for RSAIF 

RSAIF Practitioner’s Playbook: Implementing Responsible and Secure AI

About This Course

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.

Certificate Overview

Duration

8 Hours

Prerequisites

Familiarity with AI systems and basic security principles

Course Modules

1

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

  1. 1.1 Overview of AI Security Challenges
  2. 1.2 Secure Design Principles
  3. 1.3 Best Practices for Secure AI
  4. 1.4 Hands-On: Threat Modeling Workshop
2

Module 2: AI Threat Models

  1. 2.1 Introduction to Threat Modeling
  2. 2.2 Creating an AI Threat Model
  3. 2.3 Tools for Threat Modeling
  4. 2.4 Case Study: AI in Autonomous Vehicles
3

Module 3: Secure AI SDLC (Software Development Lifecycle)

  1. 3.1 SDLC Overview
  2. 3.2 AI-Specific Security Measures
  3. 3.3 Continuous Monitoring & Feedback Loops
  4. 3.4 Hands-On: Integrating Security in AI Development
  5. 3.5 Use Case: AI Fraud Detection System
4

Module 4: Enforcement & Model Integrity

  1. 4.1 Securing AI Systems Post-Deployment
  2. 4.2 Model Integrity and Auditing
  3. 4.3 Hands-On: Implementing RBAC
5

Module 5: Audit Readiness & Red-Teaming

  1. 5.1 Preparing AI Systems for Audits
  2. 5.2 Red-Teaming for AI Systems
  3. 5.3 Hands-On: Red-Teaming Simulation
6

Module 6: Toolkits & Automation

  1. 6.1 Introduction to AI Security Tools
  2. 6.2 Automating AI Security and Compliance
  3. 6.3 Hands-On: Tool Integration