Up-to-Date CSPAI Dumps (V8.02) for Your Certified Security Professional in Artificial Intelligence Certification Preparation – Embrace Smarter Learning & Achieve Quick Results

1. In transformer models, how does the attention mechanism improve model performance compared to RNNs?

2. What is a primary step in the risk assessment model for GenAI data privacy?

3. In a Retrieval-Augmented Generation (RAG) system, which key step is crucial for ensuring that the generated response is contextually accurate and relevant to the user's question?

4. What is a potential risk of LLM plugin compromise?

5. Which of the following is a characteristic of domain-specific Generative AI models?

6. In line with the US Executive Order on AI, a company's AI application has encountered a security vulnerability.

What should be prioritized to align with the order's expectations?

7. An organization is evaluating the risks associated with publishing poisoned datasets.

What could be a significant consequence of using such datasets in training?

8. Which of the following is a potential use case of Generative AI specifically tailored for CXOs (Chief Experience Officers)?

9. During the development of AI technologies, how did the shift from rule-based systems to machine learning models impact the efficiency of automated tasks?

10. In the Retrieval-Augmented Generation (RAG) framework, which of the following is the most critical factor for improving factual consistency in generated outputs?

11. What role does GenAI play in automating vulnerability scanning and remediation processes?

12. Fine-tuning an LLM on a single task involves adjusting model parameters to specialize in a particular domain.

What is the primary challenge associated with fine tuning for a single task compared to multi task fine tuning?

13. 1.What is a potential risk associated with hallucinations in LLMs, and how should it be addressed to ensure Responsible AI?

14. For effective AI risk management, which measure is crucial when dealing with penetration testing and supply chain security?

15. In ISO 42001, what is required for AI risk treatment?

16. In assessing GenAI supply chain risks, what is a critical consideration?

17. What does the OCTAVE model emphasize in GenAI risk assessment?

18. When dealing with the risk of data leakage in LLMs, which of the following actions is most effective in mitigating this issue?

19. In a financial technology company aiming to implement a specialized AI solution, which approach would most effectively leverage existing AI models to address specific industry needs while maintaining efficiency and accuracy?

20. When deploying LLMs in production, what is a common strategy for parameter-efficient fine-tuning?