The National Institute of Standards and Technology (NIST) is launching the Differential Privacy Temporal Map Challenge. It’s a set of contests, with cash prizes attached, that’s intended to crowdsource new ways of handling personally identifiable information (PII) in public safety datasets.
The problem is that although rich, detailed data is valuable for researchers and for building AI models — in this case, in the areas of emergency planning and epidemiology — it raises serious and potentially dangerous data privacy and rights issues. Even if datasets are kept under proverbial lock and key, malicious actors can, based on just a few data points, re-infer sensitive information about people.
The solution is to de-identify the data such that it remains useful without compromising individuals’ privacy. NIST already has a clear standard for what that means. In part, and simply put, it says that “De-identification removes identifying information from a dataset so that individual data cannot be linked with specific individuals.”
Specifically, the Challenge focuses on temporal map data, which contains time and spatial information. The call for the NIST contest says, “Public safety agencies collect extensive data containing time, geographic, and potentially personally identifiable information.” For example, a 911 call would reveal a person’s name, age, gender, address, symptoms or situation, and more. “Temporal map data is of particular interest to the public safety community,” reads the call.
The Differential Privacy Temporal Map Challenge stands on the shoulders of similar previous NIST differential privacy Challenges — one centered on
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My earlier article looked at how technology has evolved to the extent that we at the moment are simply contactable regardless of the place we’re. I feel people in USA, Japan, and Western Europe are likely to think that human society is all level , but most humans aren’t even on the web. And generally, a number of the phrases are truly coronary heart-breaking and heart-wrenching. Presently, the networks that drive our smartphones and Web based mostly linked gadgets are primarily primarily based on 3G and 4G technologies.
On this dystopian imaginative and prescient human freedom and creativity are progressively crushed as our working lives are more and more diminished to following a set ‘script’ for each part of our day, derived by management software based mostly on an analysis of its in-home ‘massive data’.
Function enhancement applications akin to word processors, database packages and spreadsheets can get work completed in much less time with increased accuracy and efficiency. The ISO 9000 household of high quality requirements can apply to IT hardware and server up-time, although they’re more durable to apply to software.
Software program updates for traditional software program packages like Java, Oracle and Apache should not examined by the software vendors with dwelling-grown software program purposes; this work have to be finished by the IT engineering division of every agency.
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