What is L Diversity in data privacy?
An example of an AI chatbot conversation about L Diversity in data privacy.
What is L Diversity in data privacy?
L Diversity is a concept in data privacy that ensures sensitive attributes in a dataset are diverse enough to prevent re-identification.
Why is L Diversity important?
It's important because it helps protect individuals' privacy by ensuring that their data cannot be easily linked back to them, even when combined with other data.
Can you give an example of L Diversity?
Sure! If a dataset contains information about individuals' health conditions, L Diversity would require that for any group of individuals with the same attributes, there are at least 'L' different health conditions represented.
How does L Diversity compare to K Anonymity?
While K Anonymity ensures that each individual is indistinguishable from at least 'K' others, L Diversity adds an extra layer by ensuring diversity in sensitive attributes.
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