technology Trivia Quiz
Federated Learning Quiz Trivia Questions and Answers
Assess your knowledge on federated learning, a method of training AI that ensures data privacy and security.. Test your knowledge and challenge yourself with our comprehensive quiz covering all aspects of this fascinating topic.
Questions
19
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Difficulty
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Difficulty: Medium
This quiz is rated medium based on question complexity and specialized knowledge required.
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1. What is federated learning?
2. Which technology is critical for the operation of federated learning?
3. What major advantage does federated learning offer?
4. In federated learning, what is shared between the central server and the devices?
5. Which industry could benefit significantly from federated learning due to its need for data privacy?
6. What is a potential challenge in federated learning?
7. Which algorithm modification is often used in federated learning to improve convergence?
8. What element of machine learning is adjusted locally on each device in federated learning?
9. Which of the following is NOT a phase in federated learning?
10. What type of data is particularly suited for federated learning?
11. Which principle does federated learning particularly emphasize?
12. In what year was the term 'federated learning' first coined?
13. Who are the primary researchers credited with the development of federated learning?
14. In federated learning, what does the term 'homomorphic encryption' relate to?
15. Which of the following is a common application of federated learning?
16. How does federated learning impact the scalability of machine learning models?
17. What challenge does the non-IID nature of data pose in federated learning?
18. Which approach in federated learning helps to reduce communication costs between clients and the server?
19. Which is a primary security concern in federated learning?
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Quiz Info
Difficulty: Medium
Questions: 19
Category: technology