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sql-derivative-sensitivity-analyser

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sql-derivative-sensitivity-analyser [2018/11/27 09:55]
alisa [Description]
sql-derivative-sensitivity-analyser [2018/11/27 10:00] (current)
alisa [Description]
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 ===== Description ===== ===== Description =====
  
-Sensitivity of a function is the expected maximum change in the output, given a change in the input of the function. Sensitivity is the basis for calibrating the amount of noise to be added to prevent leakages on statistical database queries using a differential privacy mechanism.+Sensitivity of a function is the expected maximum change in the output, given a change in the input of the function. Sensitivity is the basis for calibrating the amount of noise to be added to prevent leakages on statistical database queries using a differential privacy mechanism. The analyser computes sensitivity of an SQL workflow and reports the amount of noise that we need to tolerate to achieve ε-differential privacy for desired ε.
 ===== Quick guide ===== ===== Quick guide =====
  
sql-derivative-sensitivity-analyser.txt · Last modified: 2018/11/27 10:00 by alisa