Technology Apple claims its data-gathering method doesn’t invade your privacy — much

14:08  07 december  2017
14:08  07 december  2017 Source:   MSN

Here’s how Apple can figure out which emojis are popular

  Here’s how Apple can figure out which emojis are popular Welcome to the fascinating world of differential privacy. This guy is so happy.

Participate in roundtables in NY hosted by leaders from Buzzfeed, VICE, Foursquare, X.ai, Giphy, Google and more . >> Pick your table now! Apple claims its data - gathering method doesn ’ t invade your privacy — much .

Survey: Data Analysts Spend More Time Gathering Data Than Analyzing It.

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Apple today published a paper on its Machine Learning Journal which addressed the topic of differential privacy, and how it can be used to protect user privacy in a time when every business needs to gather increasing amounts of data. This method addressed the fundamental quandary Apple and companies like it face: how to improve user experience, which involves collecting data, without sacrificing privacy.

The company proposes the use of local differential privacy, instead of central — in other words, the individual user’s device uses noise to mix up any data before it’s received by a central server. According to the paper, when enough people sending in their data, the noise averages out and leaves usable information behind.

Apple accuses Qualcomm of patent infringement in countersuit

  Apple accuses Qualcomm of patent infringement in countersuit Apple has denied the claims that it violated Qualcomm's battery life patents and alleged that Qualcomm's patents were invalid, a common move in such cases. But on Wednesday, in a filing in U.S. District Court in San Diego, Apple revised its answer to Qualcomm's complaint with accusations of its own. Apple alleges it owns at least eight battery life patents that Qualcomm has violated.The Apple patents involve ensuring each part of a phone's processor draws only the minimum power needed, turning off parts of the processor when they are not needed and making sleep and wake functions work better.

This tech gathers anonymized data from iOS and macOS devices. Apple explains the process in its report Using local differential privacy techniques, Apple ensures that it can get the best data possible without invading the privacy of the users.

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Some of the use cases for the algorithm include identifying new words, figuring out which emoji people are using the most, and finding out what websites put the most strain on Safari.

Differential privacy isn’t without its critics, however. According to Wired, studies suggest even users who opt into differential privacy are still not protected enough, and Apple is obfuscating just how much it mines from individual users.

You can read Apple’s full paper, with all the nitty-gritty details, here.

iMac Pro will be available Dec. 14 .
Apple says the new high-end all-in-one will go on sale Thursday.An update to Apple's website on Tuesday delivered the release date: Dec. 14.

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