RSAIF Practitioner’s Playbook: Implementing Responsible and Secure AI

Practitioner’s Playbook for RSAIF 

Study Type

Self Paced

No of Exam & Duration

1 &

Modules

6

Exam Time

50 MCQs, 90 Minutes

Passing Score

20%

Price: $195 Buy 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.

  • Hands-On Security Strategies: Focused on professionals, the content emphasizes real-world security techniques, empowering participants to apply advanced tools and frameworks to secure AI systems.
  • Engagement with Practical Security Tools: Participants will work with security tools for threat modeling, adversarial testing, and monitoring, gaining direct experience in securing AI models.
  • Interactive Experience and Application: Through live sessions and collaborative activities, participants will create security plans, developing actionable insights to protect AI systems from real-world threats.
  • Advanced Self-Paced Content: Post-live sessions, self-paced modules explore complex AI security concepts, ensuring continuous learning and helping participants master the application of security frameworks in practice.

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

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

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

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

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

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

AI System Security

Gain practical skills in securing AI systems throughout the development lifecycle, from design to deployment.

Threat Identification & Mitigation

Learn how to identify and mitigate AI-specific threats like adversarial attacks, model drift, and data poisoning.

AI Governance & Compliance

Master AI governance frameworks and regulatory compliance, including GDPR, NIST, and the EU AI Act.

Security Tool Integration

Develop hands-on expertise in integrating security tools and techniques for continuous monitoring of AI systems.

Real-World Case Studies

Understand how to apply real-world case studies to address security challenges in AI applications.

Ques:- Can I apply what I learn in this course to real-world AI security issues immediately?

Ans:-Yes, the course offers hands-on experience with security tools and threat modeling, allowing you to immediately apply strategies to secure AI systems.

Ques:- What sets this course apart from other AI security courses?

Ans:-This course focuses on practical, real-world applications of the RSAIF security frameworks, addressing AI-specific risks and threats throughout the AI lifecycle.

Ques:- What type of projects will I work on?

Ans:-You’ll work on securing AI systems through hands-on labs, threat modeling, adversarial testing, and continuous monitoring, applying what you learn to practical AI security challenges.

Ques:- How is the course structured to ensure effective learning?

Ans:-The course blends theoretical concepts with practical, hands-on exercises, ensuring you gain real-world skills in AI security, including the use of key security tools.

Ques:- How does this course enhance my role as an AI professional?

Ans:-The course equips you with the skills to integrate security into AI development and deployment, preparing you for roles focused on securing AI systems and managing AI risks.

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