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Specific details of the 2011 decree included barring Facebook from making misrepresentations about privacy and security of personal information; getting user consent before making change that override privacy preferences; preventing material to be shared after an account was deleted or deactivated; and maintaining a privacy program assessing risks and getting this audited every two years.
Facebook is now "required to obtain consumers' affirmative express consent before enacting changes that override their privacy preferences", effectively making opt in all future privacy control changes to the audience of previously shared data or content.
In the settlement with government, Facebook agreed to, as the F.T.C. paraphrased in a press release, to "obtain consumers' affirmative express consent before enacting changes that override their privacy preferences".
The key comes in the word 'override' in Facebook's proposal that it be "required to obtain consumers' affirmative express consent before enacting changes that override their privacy preferences".
We built a classifier to make privacy decisions on the user's behalf by detecting when context has changed and, when necessary, inferring privacy preferences based on the user's past decisions and behavior.
For example, an operating system could analyze behaviors on the computer and on the web, learn a user's privacy preferences, and then automatically change website privacy preferences based on those inferred preferences.
The CMU group has shown that machine learning can model the privacy preferences of individuals.
Organizations should provide adequate warning when new features impact a user's privacy preferences.
The default option should be to keep privacy preferences the same.
Also, consider your privacy preferences.
"There's no standard way to respect privacy preferences".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com