Tagged Questions

Theoretical questions related to Privacy

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deterministic randomness extractor and privacy

Suppose $X$ is a message which takes values on the set $\{x_1, \dots, x_m\}$ with probability distribution $P_X$. We transmit the message $X$ over the channel $P_{Y|X}$ which outputs $Y$ taking ...
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1answer
102 views

What's the connection between entropy and deanonymization?

I'm reading this article about how personal information that was anonymaized can usually be re identified. In the article at Theorem 3 the writers talk about ...
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2answers
212 views

To what extent is anonymity through a Chaum mix compromised by using trusted mixes in the cascade?

As I understand it, a fundamental of Chaum's mix-net is that, absent an external adversary who can analyse traffic on links within the network, no mix can link the source and destination of any ...
4
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2answers
334 views

Support Vector Machines and privacy-preservation

suppose we have data matrix A m-by-n (m observations and n features) which I want to Apply SVM on it achieving privacy (Privacy-Preserving SVM) the questions are:- 1 - Is applying kernel trick ...
23
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1answer
642 views

Estimating a percentile among distributed nodes without revealing values

I have a fairly unique problem to solve and I am hoping somebody here can give me some insight into how to best tackle it. Problem: Suppose a list of N numbers is shared among a set of participants ...