Questions tagged [privacy]

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unsupervised domain adaptation not working on toy problem

I'm trying to apply unsupervised domain adaptation as proposed by Ganin & Lempitsky to a toy problem: I have two distributions $ L \sim N((0,0), I_{2})$ , $K \sim N((0.5,0.5), I_{2}) $ from which ...
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What research exists to help design training data sets where contamination due to privacy is an issue?

Suppose one is building a classifier that: takes as input the e-mail body text returns true or false if person X should be included in the address list To build this classifier we have historical ...
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44 views

Privacy through moving averages?

I am considering the following hypothetical situation: I have a time series of data. In general, 'the public' should have access to features of this data. However, making the time series available ...
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3k views

Obtaining datasets of photos of people and car license plates

Where can I legally obtain the following kinds of datasets for training an image recognition algorithm for commercial use? photos of people car license plates The privacy laws in Europe (Germany) ...
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52 views

Noisification of categorical data proportions for privacy-preservation

Imagine I'm conducting an ongoing poll asking people's favourite animal out of a list of animals, [cat, dog, penguin, chimpanzee, ...] etc. I want to provide an ...