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How To Break Anonymity of the Netflix Prize Dataset

2006.
Authors: Arvind Narayanan and Vitaly Shmatikov
URL: http://www.citebase.org/abstract?id=oai:arXiv.org:cs/0610105
Description: [cs/0610105] How To Break Anonymity of the Netflix Prize Dataset
Tags: Preis anonymity dataset netflix prize recommender
Abstract: We present a new class of statistical de-anonymization attacks against high-dimensional micro-data, such as individual preferences, recommendations, transaction records and so on. Our techniques are robust to perturbation in the data and tolerate some mistakes in the adversary's background knowledge.
| URL | BibTeX  
@misc{narayanan-2006,
title = {How To Break Anonymity of the Netflix Prize Dataset},
author = {Arvind Narayanan and Vitaly Shmatikov},
url = {http://www.citebase.org/abstract?id=oai:arXiv.org:cs/0610105},
year = {2006},
description = {[cs/0610105] How To Break Anonymity of the Netflix Prize Dataset},
abstract = { We present a new class of statistical de-anonymization attacks against high-dimensional micro-data, such as individual preferences, recommendations, transaction records and so on. Our techniques are robust to perturbation in the data and tolerate some mistakes in the adversary's background knowledge.},
keywords = {Preis anonymity dataset netflix prize recommender }
}