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An Attack-Resistant Hybrid Data-Privatization Method with Low Information Loss

Abstract : We examine a recent proposal for data-privatization by testing it against well-known attacks; we show that all of these attacks successfully retrieve a relatively large (and unacceptable) portion of the original data. We then indicate how the data-privatization method examined can be modified to assist it to withstand these attacks and compare the performance of the two approaches. We also show that the new method has better privacy and lower information loss than the former method.
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Conference papers
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https://hal.inria.fr/hal-01468179
Contributor : Hal Ifip <>
Submitted on : Wednesday, February 15, 2017 - 11:33:38 AM
Last modification on : Thursday, February 14, 2019 - 5:26:02 PM
Long-term archiving on: : Tuesday, May 16, 2017 - 1:04:19 PM

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Kalpana Singh, Lynn Batten. An Attack-Resistant Hybrid Data-Privatization Method with Low Information Loss. 7th Trust Management (TM), Jun 2013, Malaga, Spain. pp.263-271, ⟨10.1007/978-3-642-38323-6_21⟩. ⟨hal-01468179⟩

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