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Overview
Introduction to Security in the World of AI is an essential course that explores the intersection of artificial intelligence and cybersecurity. As AI technologies become deeply integrated into digital systems and services, understanding the unique security challenges and risks they present is critical for developers, data scientists, and IT professionals. This course covers the foundational concepts of AI security, including threat modeling for AI systems, adversarial attacks on machine learning models, data poisoning, and model inversion. Learners will examine real-world case...
Syllabus
- The What and Why of AI Security
- Why Should You Care About AI Security?
- How Does AI Work?
- How Do You Engage With AI?
- Where Does the Data Come From? Where Does it Go?
- Understanding Your AI System
- Understanding AI Quiz
- Creating a Secure AI Framework
- How AI is Disrupting the World of Security
- Components of a Secure Foundation
- SAIF: Creating a Framework for Staying Secure
- The Six Elements of SAIF
- SAIF Framework Quiz
- Conclusion
- Review Sheet
- Additional Resources
- Your Next Steps
- Course Badge
Instructor
Google Cloud Skills Boost
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