Data Privacy and Protection Topic 2: Attack Models

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LyricalKineticArt
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10 Questions

What type of data attributes explicitly identify record owners?

Explicit Identifiers

What is the goal of Privacy-Preserving Data Publishing (PPDP)?

To protect sensitive attributes from quasi-identifier linkage

What is a common data privacy threat?

Quasi-Identifier Linkage

Who plays a crucial role in Data Collection and Data Publishing?

Data Publisher

What is the purpose of data anonymization?

To protect sensitive attributes

What is the primary goal of data anonymization in the context of data publishing?

To preserve the privacy of individuals by making it difficult to re-identify them

What type of attack involves linking quasi-identifiers to identify individuals?

Record linkage attack

What is the primary concern in data publishing when it comes to sensitive attributes?

Protecting sensitive attributes from being linked to individuals

What type of model involves estimating the probability of identifying an individual's sensitive information?

Probabilistic model

What is a key consideration in data anonymization, aside from removing quasi-identifiers and sensitive attributes?

Considering additional background knowledge of the adversary

Test your knowledge on data privacy and protection, focusing on attack models, motivation, and privacy preserving data publishing. Learn about restricted and sensitive-normal data and contents, and how to protect them.

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