PrivacyGroup Event:2016/02/12 Other approaches to privacy

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In progress! I'm hoping we can confirm what to do from these readings...

Private Data Analytics on Biomedical Sensing Data Via Distributed Computation

Discusses distributed learning of a classifier via logistic regression on biomedical sensing data. Privacy is protected via homomorphic encryption, guarantees are made using differential privacy.

Lindell, Secure Multiparty Computation for Privacy Preserving Data Mining (manuscript)

Statistical Policy Working Paper

I'm not sure exactly what to read from here, but a lot of it looks interesting. May I ask what you think?

t-closeness

Synthetic Data Sets

Randomized Response