引导式测验 · 硬 等级

人工智能与隐私测验

测试数据流、差异隐私、成员推理、间接重新识别、删除和隐私风险控制。

相关引导路径人工智能隐私
问题 1 的 8

哪种说法最能区分安全和隐私？

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  1. 哪种说法最能区分安全和隐私？
    • Security and privacy are identical concepts
    • Encryption alone establishes consent
    • Secure storage can still be a privacy problem if data are excessive or used unexpectedly
    • Privacy only concerns passwords
  2. 在差分隐私分析中，epsilon 有何影响？
    • The number of records in the input
    • The privacy-accuracy tradeoff, with smaller epsilon generally giving stronger privacy
    • The model’s training temperature
    • The encryption key length
  3. 隶属推断攻击者询问一个人的记录是否在训练中。正在测试什么？
    • Whether a user can reset a password
    • Whether a record is duplicated in a database
    • Whether a prompt contains a name
    • Whether the model output leaks information about training-set membership
  4. 为什么删除名称无法使数据集匿名？
    • Other attributes or combinations can re-identify people
    • A name is the only possible identifier
    • Data cannot be linked across tables
    • Removing names always satisfies every privacy goal
  5. 哪种数据实践最符合指南的隐私原则？
    • Keep every prompt indefinitely for any future use
    • Collect only information needed for the stated task and set a retention period
    • Copy all source records into each model call
    • Treat local processing as proof of no privacy risk
  6. Why should a team inspect embeddings and indexes after deleting an uploaded document?
    • Deleting a document automatically removes every copy everywhere
    • Embeddings contain no data relationships
    • Derived artifacts may still reveal information from the original data
    • An index is only a user interface
  7. What should a team document about AI data processing?
    • Only the model’s public name
    • The number of support tickets
    • A generic privacy slogan
    • Which providers and internal services handle each data category
  8. Why does an assistant’s unsupported claim that data were deleted not suffice?
    • The team should test deletion and account isolation through the actual application
    • A chatbot response is a deletion receipt
    • Data deletion is never relevant
    • The assistant can inspect all vendor systems