Construct · 1 fields · 1 citations

advanced composition theorem: a standalone construct

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Information privacy

the result that privacy loss across k differentially private analyses grows roughly with the square root of k rather than linearly.

In information privacy, advanced composition theorem refers to the result that privacy loss across k differentially private analyses grows roughly with the square root of k rather than linearly. This meaning comes from Dwork (2010) in 2010 IEEE 51st Annual Symposium on Foundations of Computer Science.[1]

Unit
Recovery means
Measured by

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Nearby constructs

composition3 fields · 3 citationsjingle · one word, three constructs information4 fields · 5 citationsjingle · one word, four constructs loss2 fields · 3 citationsjingle · one word, two constructs

References

Dwork, C., Rothblum, G. N., & Vadhan, S. (2010). Boosting and Differential Privacy. 2010 IEEE 51st Annual Symposium on Foundations of Computer Science. https://doi.org/10.1109/focs.2010.12

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