ConceptIntermediate
List the student learning outcomes for the Safe and Secure AI area.
The student learning outcomes for Safe and Secure AI are: 1. Understand the legal and ethical implications of AI security and privacy. 2. Understand AI and machine learning fundamentals. 3. Assess AI system vulnerabilities. 4. Secure AI pipelines. 5. Defend against AI-driven adversarial attacks. 6. Ensure data integrity in AI applications. 7. Mitigate bias and fairness issues in AI systems. 8. Design robust AI systems. 9. Monitor AI system performance.
Key points
- Outcomes include legal/ethical understanding of AI security and privacy.
- Outcomes include fundamentals of AI and machine learning.
- Outcomes include assessing AI system vulnerabilities and securing AI pipelines.
- Outcomes include defending against AI-driven adversarial attacks and ensuring data integrity.
- Outcomes include mitigating bias and fairness issues, designing robust AI systems, and monitoring AI performance.
Source:AI for Cybersecurity_ Research and Practice· AI Implications for Cybersecurity Education and Future Explorations· p. 388–398
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AI for Cybersecurity_ Research and Practice
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John Wiley & Sons, Inc.