I want to make SVMs Differentially Private by adding Laplace noise to the weight vector W there are 2 questions I want to ask

1 - How can I calculate the sensitivity of the vector W? In other words, What it function f used to calculate the maximum difference between the entities of W?

2 - Are all entities of W have the same amount of noise or every entity has its amount?

thank you all

asked May 24 '11 at 08:36

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Omar Osama
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