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In many situations, however, landscape/map information can help a third party to perform Bayesian inference over spatially obfuscated data and to refine the user's location estimate up to a violation of the original user's location-privacy requirements.
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Private Information Retrieval (PIR) [37,38] approaches obfuscate data access patterns and can be considered secure against Q&BKD-attackers.
About 20% of the apps Symantec looked at did nothing to obfuscate data being sent across the net even though it contained important ID information, such as name, passwords and birthdate.
Might the cellphone industry have already performed such experiments and conspired to keep real data on brain cancers from us — just as the tobacco industry conspired to obfuscate real data on tobacco and carcinogenesis in the 1950s?
While at first glance, it might appear that everything is hunky dory when one looks at the 2015 version of this report, one quickly notes something is very wrong when you realise the City of Sydney has tried to obfuscate the data by reporting over a longer time period in the day and not breaking down the statistics of businesses open by precinct, as it does in 2010.
Their solution uses a client based privacy manager which obfuscates sensitive data before submitting it to the cloud.
We follow a similar principle here as well: generate enough random noise to obfuscate the data while it is being gathered.
(In its comment, Grindr says it encrypts and obfuscates location data, but has not specifically denied the existence of this issue).
We suspect that the relationship between risk factors and SGA was obfuscated in the pooled data, and the stratified analysis suggests that earlier entry into prenatal care may be exceptionally important.
The Dashboard architecture enabled graphical navigation and discovery of subtle associations between data elements, sub-population strata, or clusters that may be obfuscated during traditional protocols for data inspection.
The first approach is to use spatial transformation techniques to obfuscate the original data prior to sending it to the CSP [5 8].
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